Update RoboCOIN assets

.gitattributes

@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+info/consolidated_datasets.json filter=lfs diff=lfs merge=lfs -text

dataset_info/AI2_Alphabot_2_carry_the_clothes_basket.yaml

@@ -0,0 +1,506 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_carry_the_clothes_basket
+dataset_uuid: 0df48917-c10a-469f-8f74-d57f284c09cd
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: clothes_basket
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Carry the clothes basket with both grippers.
+sub_tasks:
+- subtask: Move the basket above the other table.
+  subtask_index: 0
+- subtask: Grasp the basket with both grippers.
+  subtask_index: 1
+- subtask: Grasp the basket with left gripper.
+  subtask_index: 2
+- subtask: Grasp the basket with right gripper.
+  subtask_index: 3
+- subtask: End.
+  subtask_index: 4
+- subtask: Place the basket on the table with right gripper.
+  subtask_index: 5
+- subtask: Place the basket on the table with both grippers.
+  subtask_index: 6
+- subtask: Place the basket on the table with left gripper.
+  subtask_index: 7
+- subtask: null.
+  subtask_index: 8
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 46527
+  fps: 30
+  total_tasks: 9
+  total_videos: 200
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 2.48 GB
+frame_num: 46527
+frame_range: 100K
+dataset_size: 2.48 GB
+data_structure: 'alpha_bot_2_carry_the_clothes_basket_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_item_reversal.yaml

@@ -0,0 +1,499 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_item_reversal
+dataset_uuid: aac569d8-dbc7-4128-a573-659adbe0ed51
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: cup
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Pick up the cup with your left gripper and hand it to your right gripper. Rotate
+  it over with the right gripper.
+sub_tasks:
+- subtask: Grasp the cup with left gripper.
+  subtask_index: 0
+- subtask: Place the cup on the table with right gripper.
+  subtask_index: 1
+- subtask: Pass the cup to the right gripper.
+  subtask_index: 2
+- subtask: End.
+  subtask_index: 3
+- subtask: null.
+  subtask_index: 4
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 90
+  total_frames: 82235
+  fps: 30
+  total_tasks: 5
+  total_videos: 360
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 2.12 GB
+frame_num: 82235
+frame_range: 100K
+dataset_size: 2.12 GB
+data_structure: 'alpha_bot_2_item_reversal_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (78 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:89
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_move_the_table.yaml

@@ -0,0 +1,495 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_move_the_table
+dataset_uuid: 09e62222-abf5-4a90-a95b-91d15d99af82
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Move the collaborative table with the human and the machine.
+sub_tasks:
+- subtask: End.
+  subtask_index: 0
+- subtask: Move the table forward with both grippers.
+  subtask_index: 1
+- subtask: Grasp the table with both grippers.
+  subtask_index: 2
+- subtask: null.
+  subtask_index: 3
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 72
+  total_frames: 50897
+  fps: 30
+  total_tasks: 4
+  total_videos: 288
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 1.37 GB
+frame_num: 50897
+frame_range: 100K
+dataset_size: 1.37 GB
+data_structure: 'alpha_bot_2_move_the_table_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (60 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:71
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_operate_the_microwave_oven.yaml

@@ -0,0 +1,501 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_operate_the_microwave_oven
+dataset_uuid: 6223c1d1-5efd-480c-8aa8-e1d4f14069f2
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: microwave_oven
+- object_name: table
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Place the temperature of the microwave oven with the gripper and rotate it on. Open
+  the door of the microwave oven with the gripper and then close it with the gripper.
+sub_tasks:
+- subtask: Press the time button with right gripper.
+  subtask_index: 0
+- subtask: Press the start button with right gripper.
+  subtask_index: 1
+- subtask: End.
+  subtask_index: 2
+- subtask: Press the swap with right gripper.
+  subtask_index: 3
+- subtask: Close the microwave door with left gripper.
+  subtask_index: 4
+- subtask: null.
+  subtask_index: 5
+atomic_actions:
+- pull
+- push
+- rotate
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 16
+  total_frames: 16486
+  fps: 30
+  total_tasks: 6
+  total_videos: 64
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 395.73 MB
+frame_num: 16486
+frame_range: 100K
+dataset_size: 395.73 MB
+data_structure: 'alpha_bot_2_operate_the_microwave_oven_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (4 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:15
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_pass_the_sandbag.yaml

@@ -0,0 +1,499 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_pass_the_sandbag
+dataset_uuid: 81e68aa6-8f11-4edf-9c00-cc322e4fc0c9
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: sandbag
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- pick up the sandbag from the left gripper with the right gripper and place it on
+  the table.
+sub_tasks:
+- subtask: Pass the paper ball to the right gripper.
+  subtask_index: 0
+- subtask: End.
+  subtask_index: 1
+- subtask: Place the paper ball on the table with right gripper.
+  subtask_index: 2
+- subtask: Grasp the paper ball with left gripper.
+  subtask_index: 3
+- subtask: null.
+  subtask_index: 4
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 86
+  total_frames: 69956
+  fps: 30
+  total_tasks: 5
+  total_videos: 344
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 1.98 GB
+frame_num: 69956
+frame_range: 100K
+dataset_size: 1.98 GB
+data_structure: 'alpha_bot_2_pass_the_sandbag_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (74 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:85
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_press_the_button_a.yaml

@@ -0,0 +1,494 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_press_the_button_a
+dataset_uuid: f687e0d9-d736-45a4-89f6-ef7ff90a103a
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: water_bottle
+- object_name: button
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Avoid the water bottle on the table with the gripper; press the button with the
+  gripper.
+sub_tasks:
+- subtask: End.
+  subtask_index: 0
+- subtask: Press the button blocked by the bottle with right gripper.
+  subtask_index: 1
+- subtask: null.
+  subtask_index: 2
+atomic_actions:
+- press
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 116
+  total_frames: 91452
+  fps: 30
+  total_tasks: 3
+  total_videos: 464
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 1.90 GB
+frame_num: 91452
+frame_range: 100K
+dataset_size: 1.90 GB
+data_structure: 'alpha_bot_2_press_the_button_a_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (104 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:115
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_press_the_button_b.yaml

@@ -0,0 +1,508 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_press_the_button_b
+dataset_uuid: 627d6f91-a0ba-46b7-96dd-616242c3a6af
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: mineral_water
+- object_name: button
+- object_name: table
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Remove the water bottle from the table with the gripper. Press the button with the
+  gripper.
+sub_tasks:
+- subtask: Touch the bottle with left gripper.
+  subtask_index: 0
+- subtask: End.
+  subtask_index: 1
+- subtask: Move the bottle away with right gripper.
+  subtask_index: 2
+- subtask: Abnormal.
+  subtask_index: 3
+- subtask: Press the button with right gripper.
+  subtask_index: 4
+- subtask: null.
+  subtask_index: 5
+atomic_actions:
+- press
+- push
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 34
+  total_frames: 26258
+  fps: 30
+  total_tasks: 6
+  total_videos: 136
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 482.17 MB
+frame_num: 26258
+frame_range: 100K
+dataset_size: 482.17 MB
+data_structure: 'alpha_bot_2_press_the_button_b_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (22 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:33
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    shape:
+    - 2
+    dtype: float32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_recover_after_touching_an_obstacle.yaml

@@ -0,0 +1,497 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_recover_after_touching_an_obstacle
+dataset_uuid: aebc9a40-0a90-4fc3-a705-fbc5c7d23392
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: mineral_water
+- object_name: button
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Return to a safe position after touching an obstacle with your arm on the white
+  table with the gripper.
+sub_tasks:
+- subtask: Touch the bottle with left gripper.
+  subtask_index: 0
+- subtask: End.
+  subtask_index: 1
+- subtask: Touch the bottle with right gripper.
+  subtask_index: 2
+- subtask: null.
+  subtask_index: 3
+atomic_actions:
+- pick
+- grasp
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 130
+  total_frames: 128391
+  fps: 30
+  total_tasks: 4
+  total_videos: 520
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 3.70 GB
+frame_num: 128391
+frame_range: 1M
+dataset_size: 3.70 GB
+data_structure: 'alpha_bot_2_recover_after_touching_an_obstacle_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (118 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:129
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_stack_building_blocks.yaml

@@ -0,0 +1,522 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_stack_building_blocks
+dataset_uuid: f7781909-81c7-40ee-98a5-67783a48dc66
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: building_blocks
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Stack the building blocks on the table with the gripper.
+sub_tasks:
+- subtask: Grasp the blue building block with left gripper.
+  subtask_index: 0
+- subtask: End.
+  subtask_index: 1
+- subtask: Place the pink building block in the center of table with left gripper.
+  subtask_index: 2
+- subtask: Grasp the pink building block with left gripper.
+  subtask_index: 3
+- subtask: Place the blue building block on the pink building blocks with left gripper.
+  subtask_index: 4
+- subtask: Grasp the green building block with left gripper.
+  subtask_index: 5
+- subtask: Place the pink building block on the blue building blocks with right gripper.
+  subtask_index: 6
+- subtask: Place the green block on the pink block with left gripper.
+  subtask_index: 7
+- subtask: Place the blue building block on the blue building blocks with right gripper.
+  subtask_index: 8
+- subtask: Place the blue building block on the pink building blocks with right gripper.
+  subtask_index: 9
+- subtask: Grasp the blue building block with right gripper.
+  subtask_index: 10
+- subtask: Place the pink building block on the blue building blocks with left gripper.
+  subtask_index: 11
+- subtask: Place the blue building block on the blue building blocks with left gripper.
+  subtask_index: 12
+- subtask: Grasp the pink building block with right gripper.
+  subtask_index: 13
+- subtask: Place the pink block on the blue block with right gripper.
+  subtask_index: 14
+- subtask: Place the blue building block in the center of table with left gripper.
+  subtask_index: 15
+- subtask: null.
+  subtask_index: 16
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 139
+  total_frames: 130049
+  fps: 30
+  total_tasks: 17
+  total_videos: 556
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 3.44 GB
+frame_num: 130049
+frame_range: 1M
+dataset_size: 3.44 GB
+data_structure: 'alpha_bot_2_stack_building_blocks_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (127 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:138
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/AI2_Alphabot_2_sticker.yaml

@@ -0,0 +1,500 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: AI2_Alphabot_2_sticker
+dataset_uuid: 81aee7b0-84c3-4b85-9778-c5c9df188afd
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: poster
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Place the poster on the table with the hand.
+sub_tasks:
+- subtask: End.
+  subtask_index: 0
+- subtask: Stick the advertisement in the top-right corner area with both grippers.
+  subtask_index: 1
+- subtask: null.
+  subtask_index: 2
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: AI2_Alphabot_2
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_chest_rgb
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 93
+  total_frames: 97993
+  fps: 30
+  total_tasks: 3
+  total_videos: 372
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 28
+  action_dim: 28
+  camera_views: 4
+  dataset_size: 1.87 GB
+frame_num: 97993
+frame_range: 100K
+dataset_size: 1.87 GB
+data_structure: 'alpha_bot_2_sticker_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (81 more entries)
+
+  |-- logs
+
+  |   `-- collect
+
+  |       `-- collect_20260521191507.log
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:92
+features:
+  observation.images.cam_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 28
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_arm_joint_7_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_arm_joint_7_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_chest_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_basket_storage_banana.yaml

@@ -0,0 +1,478 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_basket_storage_banana
+dataset_uuid: e9d8e155-1dc0-4402-b406-4b59d65884c7
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: banana
+- object_name: basket
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Pick up the banana with the gripper and place it into the basket.
+sub_tasks:
+- subtask: End.
+  subtask_index: 0
+- subtask: Place the banana into the basket with right gripper.
+  subtask_index: 1
+- subtask: Grasp the banana with right gripper.
+  subtask_index: 2
+- subtask: Place the basket in the center of the table with the left gripper.
+  subtask_index: 3
+- subtask: Grasp the basket with the left gripper.
+  subtask_index: 4
+- subtask: Static.
+  subtask_index: 5
+- subtask: Abnormal.
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_high_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_high_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 368
+  total_frames: 164327
+  fps: 30
+  total_tasks: 8
+  total_videos: 1104
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 2.81 GB
+frame_num: 164327
+frame_range: 1M
+dataset_size: 2.81 GB
+data_structure: 'Split_aloha_basket_storage_banana_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (356 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_high_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:367
+features:
+  observation.images.cam_high_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_high_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_high_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_basket_storage_bread.yaml

@@ -0,0 +1,485 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_basket_storage_bread
+dataset_uuid: c86fb8b5-8845-4798-9c83-f3a7aec176f7
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: long_bread
+- object_name: basket
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Grasp the black basket with the left gripper and place it in the middle of the table.
+  Pick up the long bread with the right gripper and place it into the black basket.
+- Grasp the black basket with the right gripper and place it in the middle of the
+  table. Pick up the long bread with the left gripper and place it into the black
+  basket.
+- Grasp the yellow basket with the left gripper and place it in the middle of the
+  table. Pick up the long bread with the right gripper and place it into the yellow
+  basket.
+- Grasp the yellow basket with the right gripper and place it in the middle of the
+  table. Pick up the long bread with the left gripper and place it into the yellow
+  basket.
+sub_tasks:
+- subtask: abnormal.
+  subtask_index: 0
+- subtask: Pick up the bread.
+  subtask_index: 1
+- subtask: Move the basket to the center of view.
+  subtask_index: 2
+- subtask: place the bread into the basket.
+  subtask_index: 3
+- subtask: null.
+  subtask_index: 4
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_high_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_high_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+- subtasks.jsonl
+statistics:
+  total_episodes: 497
+  total_frames: 211779
+  fps: 30
+  total_tasks: 5
+  total_videos: 1491
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 4.31 GB
+frame_num: 211779
+frame_range: 1M
+dataset_size: 4.31 GB
+data_structure: 'Split_aloha_basket_storage_bread_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   |-- subtask_annotations.jsonl
+
+  |   `-- subtasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (485 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_high_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:496
+features:
+  observation.images.cam_high_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_high_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_high_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_basket_storage_egg_yolk_pastry.yaml

@@ -0,0 +1,478 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_basket_storage_egg_yolk_pastry
+dataset_uuid: c5e8e66a-392d-4197-8236-7a50365c0ed3
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: egg_yolk_pastry
+- object_name: basket
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Pick up the egg yolk pastry with the gripper and place it into the basket.
+sub_tasks:
+- subtask: Grasp the basket with left gripper.
+  subtask_index: 0
+- subtask: Static.
+  subtask_index: 1
+- subtask: Grasp egg yolk pastry with right gripper.
+  subtask_index: 2
+- subtask: End.
+  subtask_index: 3
+- subtask: Abnormal.
+  subtask_index: 4
+- subtask: Place the egg yolk pastry into the basket with right gripper.
+  subtask_index: 5
+- subtask: Place the basket in the center of view with left gripper.
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_high_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_high_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 629
+  total_frames: 254419
+  fps: 30
+  total_tasks: 8
+  total_videos: 1887
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 6.67 GB
+frame_num: 254419
+frame_range: 1M
+dataset_size: 6.67 GB
+data_structure: 'Split_aloha_basket_storage_egg_yolk_pastry_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (617 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_high_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:628
+features:
+  observation.images.cam_high_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_high_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_high_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_basket_storage_long_bread.yaml

@@ -0,0 +1,478 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_basket_storage_long_bread
+dataset_uuid: 3edf5fc6-ba54-4b74-901e-ac0b49ed35b3
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: long_bread
+- object_name: basket
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Pick up the long bread with the gripper and place it into the basket.
+sub_tasks:
+- subtask: Grasp the long bread with right gripper.
+  subtask_index: 0
+- subtask: Grasp the basket with the left gripper.
+  subtask_index: 1
+- subtask: End.
+  subtask_index: 2
+- subtask: Place the long bread into the basket with right gripper.
+  subtask_index: 3
+- subtask: Place the basket in the center of the table with the left gripper.
+  subtask_index: 4
+- subtask: Abnormal.
+  subtask_index: 5
+- subtask: Static.
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_high_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_high_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 311
+  total_frames: 129236
+  fps: 30
+  total_tasks: 8
+  total_videos: 933
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 3.67 GB
+frame_num: 129236
+frame_range: 1M
+dataset_size: 3.67 GB
+data_structure: 'Split_aloha_basket_storage_long_bread_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (299 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_high_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:310
+features:
+  observation.images.cam_high_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_high_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_high_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_basket_storage_orange.yaml

@@ -0,0 +1,478 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_basket_storage_orange
+dataset_uuid: f478bc5f-0850-4241-9c9b-cea1674f8e67
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: orange
+- object_name: basket
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Pick up the orange with the gripper and place it into the basket.
+sub_tasks:
+- subtask: Place the basket in the center of view with left gripper.
+  subtask_index: 0
+- subtask: Place the orange into the basket with right gripper.
+  subtask_index: 1
+- subtask: Grasp the orange with right gripper.
+  subtask_index: 2
+- subtask: Grasp the basket with left gripper.
+  subtask_index: 3
+- subtask: End.
+  subtask_index: 4
+- subtask: Abnormal.
+  subtask_index: 5
+- subtask: Static.
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_high_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_high_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 642
+  total_frames: 293847
+  fps: 30
+  total_tasks: 8
+  total_videos: 1926
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 6.06 GB
+frame_num: 293847
+frame_range: 1M
+dataset_size: 6.06 GB
+data_structure: 'Split_aloha_basket_storage_orange_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (630 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_high_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:641
+features:
+  observation.images.cam_high_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_high_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_high_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_basket_storage_peach.yaml

@@ -0,0 +1,486 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_basket_storage_peach
+dataset_uuid: aa4c76bf-e637-4da0-a962-fc0c3caea73c
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: peach
+- object_name: basket
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Pick up the peach with the gripper and place it into the basket with the gripper.
+sub_tasks:
+- subtask: Pick up the peach.
+  subtask_index: 0
+- subtask: Place the peach into the basket with right gripper.
+  subtask_index: 1
+- subtask: place the peach into the basket.
+  subtask_index: 2
+- subtask: Static.
+  subtask_index: 3
+- subtask: Move the basket to the center of view.
+  subtask_index: 4
+- subtask: Grasp the peach with right gripper.
+  subtask_index: 5
+- subtask: Grasp the basket with left gripper.
+  subtask_index: 6
+- subtask: Place the basket in the center of view with left gripper.
+  subtask_index: 7
+- subtask: Abnormal.
+  subtask_index: 8
+- subtask: End.
+  subtask_index: 9
+- subtask: abnormal.
+  subtask_index: 10
+- subtask: null.
+  subtask_index: 11
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_high_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_high_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 994
+  total_frames: 392136
+  fps: 30
+  total_tasks: 12
+  total_videos: 2982
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 4.99 GB
+frame_num: 392136
+frame_range: 1M
+dataset_size: 4.99 GB
+data_structure: 'Split_aloha_basket_storage_peach_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (982 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_high_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:993
+features:
+  observation.images.cam_high_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_high_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_high_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_classify_objects_eight.yaml

@@ -0,0 +1,675 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_classify_objects_eight
+dataset_uuid: a3b685ba-0fd9-4833-81da-4ac1621636a3
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: brown_basket
+- object_name: black_basket
+- object_name: bread
+- object_name: orange
+- object_name: green_lemon
+- object_name: pink_clear_plastic_cup
+- object_name: laundry_detergent
+- object_name: mentholatum_facial_cleanser
+- object_name: lemon
+- object_name: apple
+- object_name: mango
+- object_name: kiwi_fruit
+- object_name: mangosteen
+- object_name: pear
+- object_name: avocado
+- object_name: brown_clear_plastic_cup
+- object_name: shampoo
+- object_name: deli_water_based_marker
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Place the objects separately in different baskets with the gripper.
+sub_tasks:
+- subtask: Place the pear in the light basket with right gripper.
+  subtask_index: 0
+- subtask: Pick up the shampoo with left gripper.
+  subtask_index: 1
+- subtask: Place the pink marker pen in the dark basket with right gripper.
+  subtask_index: 2
+- subtask: Pick up the pear with left gripper.
+  subtask_index: 3
+- subtask: Place the lime in the light basket with right gripper.
+  subtask_index: 4
+- subtask: Place the laundry detergent in the dark basket with right gripper.
+  subtask_index: 5
+- subtask: Place the mango in the light basket with right gripper.
+  subtask_index: 6
+- subtask: Pick up the light brown cup with left gripper.
+  subtask_index: 7
+- subtask: Place the orange in the light basket with right gripper.
+  subtask_index: 8
+- subtask: Pick up the dark brown cup with left gripper.
+  subtask_index: 9
+- subtask: Place the dark brown cup in the dark basket with left gripper.
+  subtask_index: 10
+- subtask: Pick up the light brown cup with right gripper.
+  subtask_index: 11
+- subtask: Pick up pink marker pen with right gripper.
+  subtask_index: 12
+- subtask: Pick up the lime with left gripper.
+  subtask_index: 13
+- subtask: Pick up kiwi with left gripper.
+  subtask_index: 14
+- subtask: Pick up mango with left gripper.
+  subtask_index: 15
+- subtask: Place the shampoo in the dark basket with right gripper.
+  subtask_index: 16
+- subtask: Place the dark brown cup in the dark basket with right gripper.
+  subtask_index: 17
+- subtask: Pick up the pomegranate with right gripper.
+  subtask_index: 18
+- subtask: Pick up the pear with right gripper.
+  subtask_index: 19
+- subtask: Pick up the dark brown cup with right gripper.
+  subtask_index: 20
+- subtask: Pick up the red cup with right gripper.
+  subtask_index: 21
+- subtask: Place the pomegranate in the light basket with left gripper.
+  subtask_index: 22
+- subtask: Pick up the avocado with right gripper.
+  subtask_index: 23
+- subtask: Pick up the hard facial cleanser with left gripper.
+  subtask_index: 24
+- subtask: Place the Incense box in the dark basket with left gripper.
+  subtask_index: 25
+- subtask: Pick up the shampoo with right gripper.
+  subtask_index: 26
+- subtask: Place the banana in the light basket with right gripper.
+  subtask_index: 27
+- subtask: Place the laundry detergent in the dark basket with left gripper.
+  subtask_index: 28
+- subtask: Pick up the orange with right gripper.
+  subtask_index: 29
+- subtask: Place the mangosteen in the light basket with right gripper.
+  subtask_index: 30
+- subtask: Place the hard facial cleanser in the dark basket with right gripper.
+  subtask_index: 31
+- subtask: Pick up Incense box with right gripper.
+  subtask_index: 32
+- subtask: Place the red marker in the dark basket with right gripper.
+  subtask_index: 33
+- subtask: Pick up the lemon with left gripper.
+  subtask_index: 34
+- subtask: Place the banana in the light basket with left gripper.
+  subtask_index: 35
+- subtask: Pick up Incense box with left gripper.
+  subtask_index: 36
+- subtask: Pick up kiwi with right gripper.
+  subtask_index: 37
+- subtask: Pick up the mango with right gripper.
+  subtask_index: 38
+- subtask: Place the lemon in the light basket with left gripper.
+  subtask_index: 39
+- subtask: Pick up the laundry detergent with left gripper.
+  subtask_index: 40
+- subtask: Pick up toothpaste with right gripper.
+  subtask_index: 41
+- subtask: Pick up the bread with right gripper.
+  subtask_index: 42
+- subtask: Pick up toothpaste with left gripper.
+  subtask_index: 43
+- subtask: Place the red cup in the dark basket with left gripper.
+  subtask_index: 44
+- subtask: Place the red cup in the dark basket with right gripper.
+  subtask_index: 45
+- subtask: Place the lemon in the light basket with right gripper.
+  subtask_index: 46
+- subtask: Pick up banana with left gripper.
+  subtask_index: 47
+- subtask: Place the avocado in the light basket with right gripper.
+  subtask_index: 48
+- subtask: Pick up egg yolk pastry with left gripper.
+  subtask_index: 49
+- subtask: Place the light brown cup in the dark basket with left gripper.
+  subtask_index: 50
+- subtask: Pick up egg yolk pastry with right gripper.
+  subtask_index: 51
+- subtask: Place the orange in the light basket with left gripper.
+  subtask_index: 52
+- subtask: Place the hard facial cleanser in the dark basket with left gripper.
+  subtask_index: 53
+- subtask: Pick up the lemon with right gripper.
+  subtask_index: 54
+- subtask: Place the kiwi in the light basket with right gripper.
+  subtask_index: 55
+- subtask: End.
+  subtask_index: 56
+- subtask: Pick up gray cup with left gripper.
+  subtask_index: 57
+- subtask: Place the pomegranate in the light basket with right gripper.
+  subtask_index: 58
+- subtask: Pick up banana with right gripper.
+  subtask_index: 59
+- subtask: Place the blackboard eraser in the dark basket with left gripper.
+  subtask_index: 60
+- subtask: Pick up the red marker with right gripper.
+  subtask_index: 61
+- subtask: Place the red marker in the dark basket with left gripper.
+  subtask_index: 62
+- subtask: Place the gray cup in the dark basket with left gripper.
+  subtask_index: 63
+- subtask: Pick up the red cup with left gripper.
+  subtask_index: 64
+- subtask: Place the kiwi in the light basket with left gripper.
+  subtask_index: 65
+- subtask: Pick up the mangosteen with left gripper.
+  subtask_index: 66
+- subtask: Pick up the orange with left gripper.
+  subtask_index: 67
+- subtask: Place the mangosteen in the light basket with left gripper.
+  subtask_index: 68
+- subtask: Place the bread in the light basket with right gripper.
+  subtask_index: 69
+- subtask: Place the toothpaste in the dark basket with right gripper.
+  subtask_index: 70
+- subtask: Pick up the lime with right gripper.
+  subtask_index: 71
+- subtask: Place the mango in the light basket with left gripper.
+  subtask_index: 72
+- subtask: Pick up the mangosteen with right gripper.
+  subtask_index: 73
+- subtask: Place the pink marker pen in the dark basket with left gripper.
+  subtask_index: 74
+- subtask: Pick up the red marker with left gripper.
+  subtask_index: 75
+- subtask: Place the pear in the light basket with left gripper.
+  subtask_index: 76
+- subtask: Pick up blackboard eraser with right gripper.
+  subtask_index: 77
+- subtask: Place the blackboard eraser in the dark basket with right gripper.
+  subtask_index: 78
+- subtask: Place the shampoo in the dark basket with left gripper.
+  subtask_index: 79
+- subtask: Place the egg yolk pastry in the light basket with left gripper.
+  subtask_index: 80
+- subtask: Pick up the pomegranate with left gripper.
+  subtask_index: 81
+- subtask: Place the toothpaste in the dark basket with left gripper.
+  subtask_index: 82
+- subtask: Pick up blackboard eraser with left gripper.
+  subtask_index: 83
+- subtask: Place the Incense box in the dark basket with right gripper.
+  subtask_index: 84
+- subtask: Pick up the hard facial cleanser with right gripper.
+  subtask_index: 85
+- subtask: Place the apple in the light basket with right gripper.
+  subtask_index: 86
+- subtask: Place the avocado in the light basket with left gripper.
+  subtask_index: 87
+- subtask: Pick up pink marker pen with left gripper.
+  subtask_index: 88
+- subtask: Pick up the avocado with left gripper.
+  subtask_index: 89
+- subtask: Pick up the laundry detergent with right gripper.
+  subtask_index: 90
+- subtask: Place the egg yolk pastry in the light basket with right gripper.
+  subtask_index: 91
+- subtask: Pick up the apple with right gripper.
+  subtask_index: 92
+- subtask: Place the lime in the light basket with left gripper.
+  subtask_index: 93
+- subtask: null.
+  subtask_index: 94
+atomic_actions:
+- grasp
+- lift
+- place
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 197
+  total_frames: 337837
+  fps: 30
+  total_tasks: 95
+  total_videos: 591
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 4.51 GB
+frame_num: 337837
+frame_range: 1M
+dataset_size: 4.51 GB
+data_structure: 'Agilex_Cobot_Magic_classify_objects_eight_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (185 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:196
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_classify_objects_six.yaml

@@ -0,0 +1,531 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_classify_objects_six
+dataset_uuid: d86ae03e-0c72-4900-b2f6-e2045791fc75
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: brown_basket
+- object_name: black_basket
+- object_name: bread
+- object_name: orange
+- object_name: green_lemon
+- object_name: pink_clear_plastic_cup
+- object_name: laundry_detergent
+- object_name: mentholatum_facial_cleanser
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Place multiple objects separately with the gripper in different baskets.
+sub_tasks:
+- subtask: Place the orange in the light basket with left gripper.
+  subtask_index: 0
+- subtask: Grasp the xx with the right gripper.
+  subtask_index: 1
+- subtask: Pick up the facial cleanser with left gripper.
+  subtask_index: 2
+- subtask: End.
+  subtask_index: 3
+- subtask: Place the facial cleanser in the dark basket with left gripper.
+  subtask_index: 4
+- subtask: Place the XX into the basket on the left with the right gripper.
+  subtask_index: 5
+- subtask: Place the lime in the light basket with right gripper.
+  subtask_index: 6
+- subtask: Place the laundry detergent in the dark basket with right gripper.
+  subtask_index: 7
+- subtask: Place the orange in the light basket with right gripper.
+  subtask_index: 8
+- subtask: Pick up the lime with left gripper.
+  subtask_index: 9
+- subtask: Place the XX into the basket on the right with the left gripper.
+  subtask_index: 10
+- subtask: Place the XX into the basket on the left with the left gripper.
+  subtask_index: 11
+- subtask: Place the XX into the basket on the right with the right gripper.
+  subtask_index: 12
+- subtask: Grasp the xx with the left gripper.
+  subtask_index: 13
+- subtask: Pick up the orange with left gripper.
+  subtask_index: 14
+- subtask: Place the bread in the light basket with right gripper.
+  subtask_index: 15
+- subtask: Pick up the laundry detergent with right gripper.
+  subtask_index: 16
+- subtask: Abnormal.
+  subtask_index: 17
+- subtask: Pick up the laundry detergent with left gripper.
+  subtask_index: 18
+- subtask: Pick up the facial cleanser with right gripper.
+  subtask_index: 19
+- subtask: Pick up the lime with right gripper.
+  subtask_index: 20
+- subtask: Pick up the bread with right gripper.
+  subtask_index: 21
+- subtask: Place the brown cup in the dark basket with left gripper.
+  subtask_index: 22
+- subtask: Place the laundry detergent in the dark basket with left gripper.
+  subtask_index: 23
+- subtask: Pick up the orange with right gripper.
+  subtask_index: 24
+- subtask: Place the lime in the light basket with left gripper.
+  subtask_index: 25
+- subtask: Pick up the brown cup with left gripper.
+  subtask_index: 26
+- subtask: null.
+  subtask_index: 27
+atomic_actions:
+- grasp
+- lift
+- place
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 199
+  total_frames: 302506
+  fps: 30
+  total_tasks: 28
+  total_videos: 597
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 3.88 GB
+frame_num: 302506
+frame_range: 1M
+dataset_size: 3.88 GB
+data_structure: 'Agilex_Cobot_Magic_classify_objects_six_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (187 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:198
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_close_drawer_bottom.yaml

@@ -0,0 +1,492 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_close_drawer_bottom
+dataset_uuid: 2a4061d6-3481-43bf-8a3e-c6af26260c12
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: three_layer_transparent_drawer
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Close the bottom drawer with the gripper.
+sub_tasks:
+- subtask: End.
+  subtask_index: 0
+- subtask: contact the bottom layer of the storage cabinet.
+  subtask_index: 1
+- subtask: Push the bottom drawer closed.
+  subtask_index: 2
+- subtask: null.
+  subtask_index: 3
+atomic_actions:
+- grasp
+- push
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 16270
+  fps: 30
+  total_tasks: 4
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 157.62 MB
+frame_num: 16270
+frame_range: 100K
+dataset_size: 157.62 MB
+data_structure: 'Agilex_Cobot_Magic_close_drawer_bottom_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_close_drawer_top.yaml

@@ -0,0 +1,492 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_close_drawer_top
+dataset_uuid: 15b13262-1e11-4077-8f08-322acc523c16
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: three_layer_transparent_drawer
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Close the top drawer with the gripper.
+sub_tasks:
+- subtask: End.
+  subtask_index: 0
+- subtask: Push the top drawer closed.
+  subtask_index: 1
+- subtask: touch the topmost layer of the storage cabinet.
+  subtask_index: 2
+- subtask: null.
+  subtask_index: 3
+atomic_actions:
+- grasp
+- push
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 9800
+  fps: 30
+  total_tasks: 4
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 96.54 MB
+frame_num: 9800
+frame_range: 10K
+dataset_size: 96.54 MB
+data_structure: 'Agilex_Cobot_Magic_close_drawer_top_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_close_drawer_upper.yaml

@@ -0,0 +1,496 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_close_drawer_upper
+dataset_uuid: 774e0698-f498-4029-a2b3-1bb3944a4ee9
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: three_layer_transparent_drawer
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Close the upper drawer with the gripper.
+sub_tasks:
+- subtask: touch the topmost layer of the storage cabinet.
+  subtask_index: 0
+- subtask: Push the top drawer closed.
+  subtask_index: 1
+- subtask: contact the middle shelf of the cabinet.
+  subtask_index: 2
+- subtask: End.
+  subtask_index: 3
+- subtask: Push the middle drawer closed.
+  subtask_index: 4
+- subtask: null.
+  subtask_index: 5
+atomic_actions:
+- grasp
+- push
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 173
+  total_frames: 49994
+  fps: 30
+  total_tasks: 6
+  total_videos: 519
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 522.40 MB
+frame_num: 49994
+frame_range: 100K
+dataset_size: 522.40 MB
+data_structure: 'Agilex_Cobot_Magic_close_drawer_upper_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (161 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:172
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_connect_block.yaml

@@ -0,0 +1,1087 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_connect_block
+dataset_uuid: d05eddf5-fcba-47ca-9b30-a4fb190f803b
+scene_type:
+  level1: household
+  level2: living_room
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: square_building_blocks
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Assemble the scattered blocks together according to the building block template
+  in front.
+sub_tasks:
+- subtask: place the yellow build block on the right of the green build block.
+  subtask_index: 0
+- subtask: place the blue build block on the behind of the green build block.
+  subtask_index: 1
+- subtask: place the yellow build block in the center of the table.
+  subtask_index: 2
+- subtask: place the blue build block on the right of the yellow build block.
+  subtask_index: 3
+- subtask: place the green build block on the red build block.
+  subtask_index: 4
+- subtask: place the yellow build block on the behind of the green build block.
+  subtask_index: 5
+- subtask: place the orange build block on the right of the yellow build block.
+  subtask_index: 6
+- subtask: place the orange build block on the right of the red build block.
+  subtask_index: 7
+- subtask: place the orange build block on the right of the blue build block.
+  subtask_index: 8
+- subtask: place the green build block on the left of the blue build block.
+  subtask_index: 9
+- subtask: place the blue build block on the left of the yellow build block.
+  subtask_index: 10
+- subtask: place the yellow build block on the right of the green build block.
+  subtask_index: 11
+- subtask: place the orange build block on the front of the blue build block.
+  subtask_index: 12
+- subtask: place the orange build block on the left of the green build block.
+  subtask_index: 13
+- subtask: place the blue build block on the right of the green build block.
+  subtask_index: 14
+- subtask: place the green build block on the behind of the blue build block.
+  subtask_index: 15
+- subtask: place the orange build block on the right of the build block.
+  subtask_index: 16
+- subtask: place the orange build block on the right of the green build block.
+  subtask_index: 17
+- subtask: place the red build block on the behind of the orange build block.
+  subtask_index: 18
+- subtask: place the red build block on the front of the yellow build block.
+  subtask_index: 19
+- subtask: place the orange build block on the front of the yellow build block.
+  subtask_index: 20
+- subtask: place the blue build block on the behind of the green build block.
+  subtask_index: 21
+- subtask: place the orange build block in the center of the table.
+  subtask_index: 22
+- subtask: place the yellow build block in the center of the table.
+  subtask_index: 23
+- subtask: place the green build block on the behind of the yellow build block.
+  subtask_index: 24
+- subtask: place the orange build block on the left of the blue build block.
+  subtask_index: 25
+- subtask: place the red build block on the right of the blue build block.
+  subtask_index: 26
+- subtask: place the yellow build block in the center of the table.
+  subtask_index: 27
+- subtask: place the red build block on the behind of the blue build block.
+  subtask_index: 28
+- subtask: place the blue build block on the behind of the orange build block.
+  subtask_index: 29
+- subtask: place the orange build block on the behind of the green build block.
+  subtask_index: 30
+- subtask: place the red build block on the right of the yellow build block.
+  subtask_index: 31
+- subtask: place the yellow build block on the front of the orange build block.
+  subtask_index: 32
+- subtask: place the blue build block on the right of the green build block.
+  subtask_index: 33
+- subtask: place the blue build block on the right of the red build block.
+  subtask_index: 34
+- subtask: place the red build block on the behind of the orange build block.
+  subtask_index: 35
+- subtask: place the yellow build block on the behind of the green build block.
+  subtask_index: 36
+- subtask: place the red build block on the right of the blue build block.
+  subtask_index: 37
+- subtask: place the green build block on the behind of the yellow build block.
+  subtask_index: 38
+- subtask: place the yellow build block on the behind of the green build block.
+  subtask_index: 39
+- subtask: place the orange build block on the behind of the red build block.
+  subtask_index: 40
+- subtask: place theyellow build block on the behind of the blue build block.
+  subtask_index: 41
+- subtask: place the green build block on the behind of the yellow build block.
+  subtask_index: 42
+- subtask: place the red build block on the right of the orange build block.
+  subtask_index: 43
+- subtask: place the yellow build block on the right of the red build block.
+  subtask_index: 44
+- subtask: place the blue build block on the right of the orange build block.
+  subtask_index: 45
+- subtask: place the green build block on the right of the yellow build block.
+  subtask_index: 46
+- subtask: place the orange build block in the center of the table.
+  subtask_index: 47
+- subtask: place the green build block on the orange build block.
+  subtask_index: 48
+- subtask: place the yellow build block on the right of the blue build block.
+  subtask_index: 49
+- subtask: place the green build block on the right of the red build block.
+  subtask_index: 50
+- subtask: place the green build block on the blue build block.
+  subtask_index: 51
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 52
+- subtask: place the blue build block in the center of the table.
+  subtask_index: 53
+- subtask: place the orange build block on the behind of the green build block.
+  subtask_index: 54
+- subtask: place the red build block on the right of the yellow build block.
+  subtask_index: 55
+- subtask: place the blue build block on the behind of the green build block.
+  subtask_index: 56
+- subtask: place the orange build block on the right of the blue build block.
+  subtask_index: 57
+- subtask: place the yellow build block on the behind of the orange build block.
+  subtask_index: 58
+- subtask: place the orange build block in the center of the table.
+  subtask_index: 59
+- subtask: place the blue build block on the right of the yellow build block.
+  subtask_index: 60
+- subtask: place the orange build block on the behind of the yellow build block.
+  subtask_index: 61
+- subtask: place the yellow build block on the behind of the green build block.
+  subtask_index: 62
+- subtask: place the blue build block on the front of the orange build block.
+  subtask_index: 63
+- subtask: place the green build block on the behind of the red build block.
+  subtask_index: 64
+- subtask: place the green build block in the center of the table.
+  subtask_index: 65
+- subtask: place the green build block on the right of the yellow build block.
+  subtask_index: 66
+- subtask: place the red build block on the right of the blue build block.
+  subtask_index: 67
+- subtask: place the red build block on the behind of the green build block.
+  subtask_index: 68
+- subtask: place the blue build block on the behind of the orange build block.
+  subtask_index: 69
+- subtask: place the yellow build block on the right of the red build block.
+  subtask_index: 70
+- subtask: place the blue build block in the center of the table.
+  subtask_index: 71
+- subtask: place the red build block on the behind of the yellow build block.
+  subtask_index: 72
+- subtask: place the yellow build block on the right of the red build block.
+  subtask_index: 73
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 74
+- subtask: place the red build block on the blue build block.
+  subtask_index: 75
+- subtask: place the orange build block on the left of the yellow build block.
+  subtask_index: 76
+- subtask: place the green build block on the right of the red build block.
+  subtask_index: 77
+- subtask: place the red build block on the left of the orange build block.
+  subtask_index: 78
+- subtask: place the orange build block on the right of the blue build block.
+  subtask_index: 79
+- subtask: place the red build block on the right of the orange build block.
+  subtask_index: 80
+- subtask: place the orange build block on the behind of the yellow build block.
+  subtask_index: 81
+- subtask: place the yellow build block in the center of the table.
+  subtask_index: 82
+- subtask: place the yellow build block on the behind of the red build block.
+  subtask_index: 83
+- subtask: place the yellow build block on the behind of the blue build block.
+  subtask_index: 84
+- subtask: place the orange build block on the behind of the red build block.
+  subtask_index: 85
+- subtask: place the yellow build block in the center of the table.
+  subtask_index: 86
+- subtask: place the green build block on the right of the blue build block.
+  subtask_index: 87
+- subtask: place the orange build block on the right of the yellow build block.
+  subtask_index: 88
+- subtask: place the blue build block on the right of the yellow build block.
+  subtask_index: 89
+- subtask: place the red build block on the right of the green build block.
+  subtask_index: 90
+- subtask: place the orange build block on the behind of the yellow build block.
+  subtask_index: 91
+- subtask: place the yellow build block on the blue build block.
+  subtask_index: 92
+- subtask: place the red build block on the right of the orange build block.
+  subtask_index: 93
+- subtask: place the bluebuild block on the right of the yellow build block.
+  subtask_index: 94
+- subtask: place the red build block in the center of the table.
+  subtask_index: 95
+- subtask: place the red build block on the blue build block.
+  subtask_index: 96
+- subtask: place the orange build block on the right of the blue build block.
+  subtask_index: 97
+- subtask: place the blue build block on the behind of the orange build block.
+  subtask_index: 98
+- subtask: place the yellow build block on the right of the red build block.
+  subtask_index: 99
+- subtask: place the yellow build block on the behind of the green build block.
+  subtask_index: 100
+- subtask: place the yellow build block on the right of the orange build block.
+  subtask_index: 101
+- subtask: place the orange build block on the behind of the blue build block.
+  subtask_index: 102
+- subtask: place the orange build block on the right of the red build block.
+  subtask_index: 103
+- subtask: place the green build block on the behind of the orange build block.
+  subtask_index: 104
+- subtask: place the blue build block on the behind of the yellow build block.
+  subtask_index: 105
+- subtask: place the yellow build block on the right of the orange build block.
+  subtask_index: 106
+- subtask: place the green build block on the behind of the yellow build block.
+  subtask_index: 107
+- subtask: place the green build block on the right of the red build block.
+  subtask_index: 108
+- subtask: place the red build block on the front of the blue build block.
+  subtask_index: 109
+- subtask: place the red build block on the behind of the green' build block.
+  subtask_index: 110
+- subtask: place the red build block on the behind of the orange build block.
+  subtask_index: 111
+- subtask: place the red build block on the left of the green build block.
+  subtask_index: 112
+- subtask: place the green build block on the behind of the yellow build block.
+  subtask_index: 113
+- subtask: place blue the build block on the right of the red build block.
+  subtask_index: 114
+- subtask: place the green build block on the orange build block.
+  subtask_index: 115
+- subtask: place the orange build block on the right of the red build block.
+  subtask_index: 116
+- subtask: place the blue build block on the right of the green build block.
+  subtask_index: 117
+- subtask: place the yellow build block on the right of the blue build block.
+  subtask_index: 118
+- subtask: place the orange build block on the behind of the blue build block.
+  subtask_index: 119
+- subtask: place the yellow build block in the center of the table.
+  subtask_index: 120
+- subtask: place the yellow build block on the right of the green build block.
+  subtask_index: 121
+- subtask: place the green build block on the behind of the yellow build block.
+  subtask_index: 122
+- subtask: place the blue build block in the center of the table.
+  subtask_index: 123
+- subtask: place the orange build block in the center of the table.
+  subtask_index: 124
+- subtask: place the yellow build block on the right of the green build block.
+  subtask_index: 125
+- subtask: place the red build block on the right of the yellow build block.
+  subtask_index: 126
+- subtask: place the yellow build block on the behind of the red build block.
+  subtask_index: 127
+- subtask: place the red build block on the behind of the green build block.
+  subtask_index: 128
+- subtask: place the green build block on the behind of the blue build block.
+  subtask_index: 129
+- subtask: place the green build block on the behind of the orange build block.
+  subtask_index: 130
+- subtask: place the blue build block on the right of the green build block.
+  subtask_index: 131
+- subtask: place the green build block in the center of the table.
+  subtask_index: 132
+- subtask: place the green build block on the behind of the blue build block.
+  subtask_index: 133
+- subtask: place the green build block on the left of the orange build block.
+  subtask_index: 134
+- subtask: place the red build block on the behind of the yellow build block.
+  subtask_index: 135
+- subtask: place the yellow build block on the right of the green build block.
+  subtask_index: 136
+- subtask: place the blue build block on the behind of the red build block.
+  subtask_index: 137
+- subtask: place the orange build block on the behind of the red build block.
+  subtask_index: 138
+- subtask: place the blue build block on the behind of the green build block.
+  subtask_index: 139
+- subtask: place the yellow build block on the blue build block.
+  subtask_index: 140
+- subtask: place the red build block on the front of the green build block.
+  subtask_index: 141
+- subtask: place the red build block on the left of the ornage build block.
+  subtask_index: 142
+- subtask: place the green build block in the center of the table.
+  subtask_index: 143
+- subtask: place the red build block on the right of the green build block.
+  subtask_index: 144
+- subtask: place the yellow build block on the right of the orange build block.
+  subtask_index: 145
+- subtask: place the yellow build block on the right of the blue build block.
+  subtask_index: 146
+- subtask: place the XX build block on the XX build block.
+  subtask_index: 147
+- subtask: place the yellow build block in the center of the table.
+  subtask_index: 148
+- subtask: place the orange build block on the green build block.
+  subtask_index: 149
+- subtask: End.
+  subtask_index: 150
+- subtask: place the blue build block on the right of the red build block.
+  subtask_index: 151
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 152
+- subtask: place the greem build block on the behind of the blue build block.
+  subtask_index: 153
+- subtask: place the left build block on the left of the green build block.
+  subtask_index: 154
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 155
+- subtask: place the red build block on the left of the blue build block.
+  subtask_index: 156
+- subtask: place the blue build block on the right of the orange build block.
+  subtask_index: 157
+- subtask: place the yellow build block on the behind of the orange build block.
+  subtask_index: 158
+- subtask: place the green build block on the behind of the blue build block.
+  subtask_index: 159
+- subtask: place the yellow build block on the right of the orange build block.
+  subtask_index: 160
+- subtask: place the blue build block on the behind of the orange build block.
+  subtask_index: 161
+- subtask: place the red build block on the front of the green build block.
+  subtask_index: 162
+- subtask: place the red build block on the front of the yellow build block.
+  subtask_index: 163
+- subtask: place the yellow build block on the behind of the blue build block.
+  subtask_index: 164
+- subtask: place the blue build block on the orange build block.
+  subtask_index: 165
+- subtask: place the green build block in the center of the table.
+  subtask_index: 166
+- subtask: place the orange build block on the front of the blue build block.
+  subtask_index: 167
+- subtask: place the blue build block on the right of the yellow build block.
+  subtask_index: 168
+- subtask: place the blue build block on the left of the yellow build block.
+  subtask_index: 169
+- subtask: place the orange build block on the right of the yellow build block.
+  subtask_index: 170
+- subtask: place the orange build block on the left of the red build block.
+  subtask_index: 171
+- subtask: place the green build block in the center of the table.
+  subtask_index: 172
+- subtask: place the red build block on the right of the blue build block.
+  subtask_index: 173
+- subtask: place the blue build block on the right of the yellow build block.
+  subtask_index: 174
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 175
+- subtask: place the blue build block in the center of the table.
+  subtask_index: 176
+- subtask: place the green build block on the right of the red build block.
+  subtask_index: 177
+- subtask: place the green build block on the right of the blue build block.
+  subtask_index: 178
+- subtask: place the yellow build block in the center of the table.
+  subtask_index: 179
+- subtask: Abnormal.
+  subtask_index: 180
+- subtask: place the red build block on the behind of the orange build block.
+  subtask_index: 181
+- subtask: place the red build block on the yellow build block.
+  subtask_index: 182
+- subtask: place the orange build block on the right of the yellow build block.
+  subtask_index: 183
+- subtask: place the red build block on the right of the yellow build block.
+  subtask_index: 184
+- subtask: place the orange build block on the right of the blue build block.
+  subtask_index: 185
+- subtask: place the orange build block on the orange build block.
+  subtask_index: 186
+- subtask: place the blue build block on the behind of the red build block.
+  subtask_index: 187
+- subtask: place the yellow build block on the right of the blue build block.
+  subtask_index: 188
+- subtask: place the yellow build block on the behind of the green build block.
+  subtask_index: 189
+- subtask: place the yellow build block on the left of the blue build block.
+  subtask_index: 190
+- subtask: place the yellow build block on the right of the orange build block.
+  subtask_index: 191
+- subtask: place the yellow build block on the blue build block.
+  subtask_index: 192
+- subtask: place the yellow build block on the behind of the blue build block.
+  subtask_index: 193
+- subtask: place the green build block on the right of the blue build block.
+  subtask_index: 194
+- subtask: place the orange build block on the right of the yellow build block.
+  subtask_index: 195
+- subtask: place the red build block on the behind of the green build block.
+  subtask_index: 196
+- subtask: place the red build block in the center of the table.
+  subtask_index: 197
+- subtask: place the yellow build block on the behind of the blue build block.
+  subtask_index: 198
+- subtask: place the green build block on the behind of the orange build block.
+  subtask_index: 199
+- subtask: place the yellow build block on the behind of the red build block.
+  subtask_index: 200
+- subtask: place the green build block on the right of the yellow build block.
+  subtask_index: 201
+- subtask: place the green build block on the red build block.
+  subtask_index: 202
+- subtask: place the blue build block on the right of the orange build block.
+  subtask_index: 203
+- subtask: place the red build block on the behind of the orange build block.
+  subtask_index: 204
+- subtask: place the red build block in the center of the table.
+  subtask_index: 205
+- subtask: place the red build block in the center of the table.
+  subtask_index: 206
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 207
+- subtask: place the green build block on the front of the blue build block.
+  subtask_index: 208
+- subtask: place the yellow build block on the behind of the orange build block.
+  subtask_index: 209
+- subtask: place the yellow build block on the behind of the blue build block.
+  subtask_index: 210
+- subtask: place the green build block on the blue build block.
+  subtask_index: 211
+- subtask: place the blue build block on the right of the yellow build block.
+  subtask_index: 212
+- subtask: place the blue build block on the right of the orange build block.
+  subtask_index: 213
+- subtask: place the orange build block on the left of the red build block.
+  subtask_index: 214
+- subtask: place the orange build block on the right of the blue build block.
+  subtask_index: 215
+- subtask: place the blue build block on the front of the green build block.
+  subtask_index: 216
+- subtask: place the yellow build block on the orange build block.
+  subtask_index: 217
+- subtask: place the yellow build block on the front of the red build block.
+  subtask_index: 218
+- subtask: place the orange build block on the behind of the red build block.
+  subtask_index: 219
+- subtask: place the yellow build block on the behind of the green build block.
+  subtask_index: 220
+- subtask: place the blue build block on the right of orange the build block.
+  subtask_index: 221
+- subtask: place the red build block on the right of the blue build block.
+  subtask_index: 222
+- subtask: place the green build block on the behind of the orange build block.
+  subtask_index: 223
+- subtask: place the green build block on the behind of the yellow build block.
+  subtask_index: 224
+- subtask: place the yellow build block on the right of the green build block.
+  subtask_index: 225
+- subtask: place the orange build block on the right of the green build block.
+  subtask_index: 226
+- subtask: place the orange build block on the right of the yellow build block.
+  subtask_index: 227
+- subtask: place the red build block on the green build block.
+  subtask_index: 228
+- subtask: place the red build block on the right of the blue build block.
+  subtask_index: 229
+- subtask: place the blue build block on the behind of the green build block.
+  subtask_index: 230
+- subtask: place the orange build block on the right of the red build block.
+  subtask_index: 231
+- subtask: place the blue build block on the red build block.
+  subtask_index: 232
+- subtask: place the orange build block on the right of the blue build block.
+  subtask_index: 233
+- subtask: place the orange build block on the left of the yellow build block.
+  subtask_index: 234
+- subtask: place the right build block on the right of the yellow build block.
+  subtask_index: 235
+- subtask: place the green build block on the right of the red build block.
+  subtask_index: 236
+- subtask: place the orange build block on the right of the green build block.
+  subtask_index: 237
+- subtask: place the blue build block in the center of the table.
+  subtask_index: 238
+- subtask: place the orange build block on the behind of the yellow build block.
+  subtask_index: 239
+- subtask: place the orange build block on the right of the blue build block.
+  subtask_index: 240
+- subtask: place the orange build block on the behind of the blue build block.
+  subtask_index: 241
+- subtask: place the red build block on the behind of the yellow build block.
+  subtask_index: 242
+- subtask: place the ornage build block on the behind of the green build block.
+  subtask_index: 243
+- subtask: place the blue build block on the left of the yellow build block.
+  subtask_index: 244
+- subtask: place the green build block on the front of the blue build block.
+  subtask_index: 245
+- subtask: place the green build block on the behind of the red build block.
+  subtask_index: 246
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 247
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 248
+- subtask: place the yellow build block on the behind of the red build block.
+  subtask_index: 249
+- subtask: place the blue build block on the green build block.
+  subtask_index: 250
+- subtask: place the blue build block on the right of the orange build block.
+  subtask_index: 251
+- subtask: place the orange build block on the right of the green build block.
+  subtask_index: 252
+- subtask: place the orange build block on the behind of the yellow build block.
+  subtask_index: 253
+- subtask: place the green build block in the center of the table.
+  subtask_index: 254
+- subtask: place the blue build block on the behind of the orange build block.
+  subtask_index: 255
+- subtask: place the green build block on the left of the orange build block.
+  subtask_index: 256
+- subtask: place the green build block on the right of the yellow build block.
+  subtask_index: 257
+- subtask: place the green build block on the left of the blue build block.
+  subtask_index: 258
+- subtask: place the orange build block on the right of the green build block.
+  subtask_index: 259
+- subtask: place the green build block on the orange build block.
+  subtask_index: 260
+- subtask: place the blue build block on the behind of the green build block.
+  subtask_index: 261
+- subtask: place the yellow build block on the behind of the red build block.
+  subtask_index: 262
+- subtask: place the orange build block on the green build block.
+  subtask_index: 263
+- subtask: place the red build block on the behind of the blue build block.
+  subtask_index: 264
+- subtask: place the blue build block on the right of the orange build block.
+  subtask_index: 265
+- subtask: move the build block to the center of the table.
+  subtask_index: 266
+- subtask: place the green build block on the right of the red build block.
+  subtask_index: 267
+- subtask: place the red build block on the behind of the green build block.
+  subtask_index: 268
+- subtask: place the red build block on the behind of the blue build block.
+  subtask_index: 269
+- subtask: place the yellow build block on the behind of the orange build block.
+  subtask_index: 270
+- subtask: place the red build block on the right of the orange build block.
+  subtask_index: 271
+- subtask: place the green build block on the right of the yellow build block.
+  subtask_index: 272
+- subtask: place the red build block on the right of the yellow build block.
+  subtask_index: 273
+- subtask: place the red build block in the center of the table.
+  subtask_index: 274
+- subtask: place the red build block on the right of the blue build block.
+  subtask_index: 275
+- subtask: place the yellow build block on the behind of the green build block.
+  subtask_index: 276
+- subtask: place the red build block on the right of the orange build block.
+  subtask_index: 277
+- subtask: place the blue build block on the right of the orange build block.
+  subtask_index: 278
+- subtask: place the orange build block on the behind of the green build block.
+  subtask_index: 279
+- subtask: place the blue build block on the front of the green build block.
+  subtask_index: 280
+- subtask: place the ornage build block on the behind of the blue build block.
+  subtask_index: 281
+- subtask: place the yellow build block on the behind of the orange build block.
+  subtask_index: 282
+- subtask: place the green build block on the behind of the blue build block.
+  subtask_index: 283
+- subtask: place the green build block on the left of the blue build block.
+  subtask_index: 284
+- subtask: place the blue build block in the center of the table.
+  subtask_index: 285
+- subtask: place the green build block on the right of the yellow build block.
+  subtask_index: 286
+- subtask: place the yellow build block on the behind of the blue build block.
+  subtask_index: 287
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 288
+- subtask: place the green build block on the blue build block.
+  subtask_index: 289
+- subtask: place the orange build block on the behind of the blue build block.
+  subtask_index: 290
+- subtask: place the red build block on the behind of the yellow build block.
+  subtask_index: 291
+- subtask: place the orange build block on the blue build block.
+  subtask_index: 292
+- subtask: place the green build block on the right of the orange build block.
+  subtask_index: 293
+- subtask: place the orange build block on the left of the red build block.
+  subtask_index: 294
+- subtask: place the green build block in the center of the table.
+  subtask_index: 295
+- subtask: null.
+  subtask_index: 296
+atomic_actions:
+- grasp
+- lift
+- place
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+- cam_front_chest_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_front_chest_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 238
+  total_frames: 232528
+  fps: 30
+  total_tasks: 297
+  total_videos: 952
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 4
+  dataset_size: 2.20 GB
+frame_num: 232528
+frame_range: 1M
+dataset_size: 2.20 GB
+data_structure: 'Agilex_Cobot_Magic_connect_block_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (226 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_chest_rgb
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:237
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_front_chest_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_chest_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_erase_board.yaml

@@ -0,0 +1,505 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_erase_board
+dataset_uuid: 438b28d5-a99a-40e0-8810-237f5186f824
+scene_type:
+  level1: education
+  level2: school
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: whiteboard
+- object_name: green_whiteboard_Eraser
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Wipe off the handwriting on the whiteboard with the gripper.
+sub_tasks:
+- subtask: Place the eraser with the left gripper.
+  subtask_index: 0
+- subtask: end.
+  subtask_index: 1
+- subtask: Grasp the eraser with the left gripper.
+  subtask_index: 2
+- subtask: Grasp the eraser and wipe the blackboard with the right gripper.
+  subtask_index: 3
+- subtask: Abnormal.
+  subtask_index: 4
+- subtask: Grasp the eraser and wipe the blackboard with the left gripper.
+  subtask_index: 5
+- subtask: Place the eraser with the right gripper.
+  subtask_index: 6
+- subtask: Grasp the eraser with the right gripper.
+  subtask_index: 7
+- subtask: null.
+  subtask_index: 8
+atomic_actions:
+- grasp
+- lift
+- place
+- wipe
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 24688
+  fps: 30
+  total_tasks: 9
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 230.75 MB
+frame_num: 24688
+frame_range: 100K
+dataset_size: 230.75 MB
+data_structure: 'Agilex_Cobot_Magic_erase_board_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_erase_board_left.yaml

@@ -0,0 +1,506 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_erase_board_left
+dataset_uuid: 9b90a2fb-f16f-4899-a993-543c3fef3f1a
+scene_type:
+  level1: education
+  level2: school
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: whiteboard
+- object_name: whiteboard_eraser
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Pick up the whiteboard eraser with the left claw. Wipe the notes on the whiteboard
+  with the left claw. Place them back in place with the left claw.
+sub_tasks:
+- subtask: Place the eraser with the left gripper.
+  subtask_index: 0
+- subtask: Grasp the eraser with the left gripper.
+  subtask_index: 1
+- subtask: Abnormal.
+  subtask_index: 2
+- subtask: End.
+  subtask_index: 3
+- subtask: Grasp the eraser and wipe the blackboard with the left gripper.
+  subtask_index: 4
+- subtask: null.
+  subtask_index: 5
+atomic_actions:
+- grasp
+- lift
+- wipe
+- pass
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 49
+  total_frames: 23847
+  fps: 30
+  total_tasks: 6
+  total_videos: 147
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 217.76 MB
+frame_num: 23847
+frame_range: 100K
+dataset_size: 217.76 MB
+data_structure: 'Agilex_Cobot_Magic_erase_board_left_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (37 more entries)
+
+  |-- logs
+
+  |   `-- collect
+
+  |       `-- collect_20260520171226.log
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:48
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_erase_board_left_side.yaml

@@ -0,0 +1,503 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_erase_board_left_side
+dataset_uuid: 8cb016b7-6c8a-4c50-9e2f-4588b4853b6d
+scene_type:
+  level1: education
+  level2: school
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: whiteboard
+- object_name: red_whiteboard_Eraser
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Wipe off the handwriting on the whiteboard with the gripper.
+sub_tasks:
+- subtask: Place the eraser with the left gripper.
+  subtask_index: 0
+- subtask: Grasp the eraser with the left gripper.
+  subtask_index: 1
+- subtask: End.
+  subtask_index: 2
+- subtask: Grasp the eraser and wipe the blackboard with the right gripper.
+  subtask_index: 3
+- subtask: Place the eraser with the right gripper.
+  subtask_index: 4
+- subtask: Grasp the eraser with the right gripper.
+  subtask_index: 5
+- subtask: Grasp the eraser and wipe the blackboard with the left gripper.
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- lift
+- place
+- wipe
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 101
+  total_frames: 51478
+  fps: 30
+  total_tasks: 8
+  total_videos: 303
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 490.77 MB
+frame_num: 51478
+frame_range: 100K
+dataset_size: 490.77 MB
+data_structure: 'Agilex_Cobot_Magic_erase_board_left_side_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (89 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:100
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_erase_board_passing_left_to_right.yaml

@@ -0,0 +1,492 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_erase_board_passing_left_to_right
+dataset_uuid: 8aa2785d-1519-455f-855d-f31b736e8981
+scene_type:
+  level1: education
+  level2: school
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: whiteboard
+- object_name: whiteboard_eraser
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Place the eraser in the right position with the right gripper, pick up the eraser
+  with the right gripper, wipe the notes on the whiteboard with the right gripper,
+  and then place it down with the right gripper.
+sub_tasks:
+- subtask: Right gripper.
+  subtask_index: 0
+- subtask: Move the board eraser to the center of the whiteboard with left gripper.
+  subtask_index: 1
+- subtask: Wipe off the writing on the board with right gripper.
+  subtask_index: 2
+- subtask: Place the board eraser on the right side of board with right gripper.
+  subtask_index: 3
+- subtask: Move the board eraser to the right of the whiteboard with right gripper.
+  subtask_index: 4
+- subtask: Pick up the board eraser with right gripper.
+  subtask_index: 5
+- subtask: Move the board eraser to the right of the whiteboard with left gripper.
+  subtask_index: 6
+- subtask: End.
+  subtask_index: 7
+- subtask: Left gripper.
+  subtask_index: 8
+- subtask: null.
+  subtask_index: 9
+atomic_actions:
+- grasp
+- lift
+- wipe
+- pass
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 38393
+  fps: 30
+  total_tasks: 10
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 335.24 MB
+frame_num: 38393
+frame_range: 100K
+dataset_size: 335.24 MB
+data_structure: 'Agilex_Cobot_Magic_erase_board_passing_left_to_right_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_erase_board_passing_right_to_left.yaml

@@ -0,0 +1,486 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_erase_board_passing_right_to_left
+dataset_uuid: 3c27e326-2f30-4945-a85c-a432016bb415
+scene_type:
+  level1: education
+  level2: school
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: whiteboard
+- object_name: whiteboard_eraser
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Place the eraser in the left with the left gripper, pick up the eraser with the
+  left gripper, wipe the notes on the whiteboard with the left gripper, and then place
+  it down with the left gripper.
+sub_tasks:
+- subtask: Place the eraser with the left gripper.
+  subtask_index: 0
+- subtask: Grasp the eraser with the left gripper.
+  subtask_index: 1
+- subtask: Abnormal.
+  subtask_index: 2
+- subtask: End.
+  subtask_index: 3
+- subtask: Move the eraser to the left side of the blackboard with the right gripper.
+  subtask_index: 4
+- subtask: Grasp the eraser and wipe the blackboard with the left gripper.
+  subtask_index: 5
+- subtask: null.
+  subtask_index: 6
+atomic_actions:
+- grasp
+- lift
+- wipe
+- pass
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 47
+  total_frames: 38184
+  fps: 30
+  total_tasks: 7
+  total_videos: 141
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 334.71 MB
+frame_num: 38184
+frame_range: 100K
+dataset_size: 334.71 MB
+data_structure: 'Agilex_Cobot_Magic_erase_board_passing_right_to_left_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (35 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:46
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_erase_board_right.yaml

@@ -0,0 +1,486 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_erase_board_right
+dataset_uuid: 32c81d4a-7981-47e6-b06c-ca711fe5694a
+scene_type:
+  level1: education
+  level2: school
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: whiteboard
+- object_name: whiteboard_eraser
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Pick up the board eraser with the gripper, wipe the notes on the whiteboard with
+  the gripper, and then place them back in place with the gripper.
+sub_tasks:
+- subtask: Right gripper.
+  subtask_index: 0
+- subtask: Wipe off the writing on the board with right gripper.
+  subtask_index: 1
+- subtask: Place the board eraser on the right side of board with right gripper.
+  subtask_index: 2
+- subtask: Move the board eraser to the right of the whiteboard with right gripper.
+  subtask_index: 3
+- subtask: Pick up the board eraser with right gripper.
+  subtask_index: 4
+- subtask: End.
+  subtask_index: 5
+- subtask: null.
+  subtask_index: 6
+atomic_actions:
+- grasp
+- lift
+- wipe
+- pass
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 28998
+  fps: 30
+  total_tasks: 7
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 249.99 MB
+frame_num: 28998
+frame_range: 100K
+dataset_size: 249.99 MB
+data_structure: 'Agilex_Cobot_Magic_erase_board_right_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_T-shirts.yaml

@@ -0,0 +1,491 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_T-shirts
+dataset_uuid: 12c90605-38c4-4fce-b333-8a75fb70309d
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: black_T-shirt
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the clothes on the table with the gripper.
+sub_tasks:
+- subtask: Lift the black T-shirt with the left gripper.
+  subtask_index: 0
+- subtask: Abnormal.
+  subtask_index: 1
+- subtask: Lift the black T-shirt with the right gripper.
+  subtask_index: 2
+- subtask: Grasp the black T-shirt with the left gripper.
+  subtask_index: 3
+- subtask: End.
+  subtask_index: 4
+- subtask: Fold the black T-shirt downward with the right gripper.
+  subtask_index: 5
+- subtask: Grasp the black T-shirt with the right gripper.
+  subtask_index: 6
+- subtask: Fold the black T-shirt downward with the left gripper.
+  subtask_index: 7
+- subtask: Fold the black T-shirt from right to left with right gripper.
+  subtask_index: 8
+- subtask: wipe the clothes.
+  subtask_index: 9
+- subtask: null.
+  subtask_index: 10
+atomic_actions:
+- grasp
+- fold
+- lift
+- place
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 100
+  total_frames: 78640
+  fps: 30
+  total_tasks: 11
+  total_videos: 300
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 913.86 MB
+frame_num: 78640
+frame_range: 100K
+dataset_size: 913.86 MB
+data_structure: 'Agilex_Cobot_Magic_fold_T-shirts_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (88 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:99
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_clothes.yaml

@@ -0,0 +1,490 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_clothes
+dataset_uuid: 28dcbd54-ead7-4cfd-8605-9dd79f821d5a
+scene_type:
+  level1: household
+  level2: bedroom
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: t_shirt
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- use two grippers to hold the left and right sides of the clothes and fold the clothes
+  on the table three times.
+sub_tasks:
+- subtask: End.
+  subtask_index: 0
+- subtask: use the right arm to pull the right edge of the fabric to the left and
+    folds it over the left edge.
+  subtask_index: 1
+- subtask: use the right arm to clamp the right edge of the fabric.
+  subtask_index: 2
+- subtask: Use your right arm to clamp the cuff closest to him.
+  subtask_index: 3
+- subtask: use the right arm to pull and place the cuff at thecentered position on
+    the left edge of the fabric.
+  subtask_index: 4
+- subtask: use the right arm to pull the right edge of the fabric to the right and
+    folds it over the left edge.
+  subtask_index: 5
+- subtask: grasp the left edge of the fabric with your left arm.
+  subtask_index: 6
+- subtask: use the left arm to pull and drop the cuff onto the cuff closest to the
+    left arm.
+  subtask_index: 7
+- subtask: use the right arm to pull and drop the cuff onto the cuffclosest to the
+    right arm.
+  subtask_index: 8
+- subtask: Spread the clothes out flat on the table with both grippers.
+  subtask_index: 9
+- subtask: use both arms to pull the lower edge of the fabric forward and fold it
+    over the upper edge.
+  subtask_index: 10
+- subtask: use the left arm to pull and place the cuff at the centered position on
+    the left edge of the fabric.
+  subtask_index: 11
+- subtask: Abnormal.
+  subtask_index: 12
+- subtask: use both arms simultaneously to clamp the lower edge of the clothing fabric.
+  subtask_index: 13
+- subtask: use the left arm to clamp the cuff farthest from it.
+  subtask_index: 14
+- subtask: Use your right arm to clamp the cuff farthest to him.
+  subtask_index: 15
+- subtask: use the left arm to clamp the cuff closest to it.
+  subtask_index: 16
+- subtask: abnormal.
+  subtask_index: 17
+- subtask: pull the left edge of the fabric to the left with your left arm and fold
+    it to the right edge.
+  subtask_index: 18
+- subtask: Spread the long sleeves with your arms and place them on the tabletop.
+  subtask_index: 19
+- subtask: null.
+  subtask_index: 20
+atomic_actions:
+- grasp
+- fold
+- press
+- pick
+- place
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_front_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_front_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 584
+  total_frames: 774487
+  fps: 30
+  total_tasks: 21
+  total_videos: 1752
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 14
+  action_dim: 14
+  camera_views: 3
+  dataset_size: 27.66 GB
+frame_num: 774487
+frame_range: 1M
+dataset_size: 27.66 GB
+data_structure: 'Cobot_Magic_fold_clothes_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (572 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_front_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:583
+features:
+  observation.images.cam_front_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+  action:
+    dtype: float32
+    shape:
+    - 14
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_front_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_front_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_jeans_shorts_children's.yaml

@@ -0,0 +1,508 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_jeans_shorts_children's
+dataset_uuid: 2bc06e3c-fc72-45ad-bd89-8ca94645988e
+scene_type:
+  level1: household
+  level2: bedroom
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: denim_shorts
+- object_name: green_tray
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the children's denim shorts in half with the grippers, then fold them in half
+  again. Place the folded children's denim shorts on the tray with the left gripper.
+  again, and use the left claw to place the folded children's denim shorts on the
+  tray.
+sub_tasks:
+- subtask: Grasp the blue trousers with the right gripper.
+  subtask_index: 0
+- subtask: Fold the blue trousers upwards with the right gripper.
+  subtask_index: 1
+- subtask: Fold the blue trousers from right to left with the right gripper.
+  subtask_index: 2
+- subtask: Place the folded blue trousers on the green tray with the left gripper.
+  subtask_index: 3
+- subtask: Grasp the blue trousers with the left gripper.
+  subtask_index: 4
+- subtask: Fold the blue trousers upwards with the left gripper.
+  subtask_index: 5
+- subtask: Fold the blue trousers from left to right with the left gripper.
+  subtask_index: 6
+- subtask: end.
+  subtask_index: 7
+- subtask: null.
+  subtask_index: 8
+atomic_actions:
+- grasp
+- lift
+- place
+- fold
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 60562
+  fps: 30
+  total_tasks: 9
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 912.51 MB
+frame_num: 60562
+frame_range: 100K
+dataset_size: 912.51 MB
+data_structure: 'Agilex_Cobot_Magic_fold_jeans_shorts_children_s_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_short_sleeve_black.yaml

@@ -0,0 +1,495 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_short_sleeve_black
+dataset_uuid: 24a2a9e4-060c-4451-8c52-6c0c40cb2fa3
+scene_type:
+  level1: household
+  level2: bedroom
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: black_T-shirt
+- object_name: green_tray
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the black short sleeve with two grippers, and place the folded black short
+  sleeve on the tray with the left claw.
+sub_tasks:
+- subtask: Lift the black T-shirt with the left gripper.
+  subtask_index: 0
+- subtask: Lift the black T-shirt with the right gripper.
+  subtask_index: 1
+- subtask: Grasp the black T-shirt with the left gripper.
+  subtask_index: 2
+- subtask: Fold the black T-shirt downward with the right gripper.
+  subtask_index: 3
+- subtask: Grasp the black T-shirt with the right gripper.
+  subtask_index: 4
+- subtask: Fold the black T-shirt downward with the left gripper.
+  subtask_index: 5
+- subtask: Fold the black T-shirt from right to left with right gripper.
+  subtask_index: 6
+- subtask: abnormal.
+  subtask_index: 7
+- subtask: end.
+  subtask_index: 8
+- subtask: Fold the black T-shirt from left to right with left gripper.
+  subtask_index: 9
+- subtask: Place the folded black T-shirt on the green tray with the left gripper.
+  subtask_index: 10
+- subtask: null.
+  subtask_index: 11
+atomic_actions:
+- grasp
+- lift
+- place
+- fold
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 76223
+  fps: 30
+  total_tasks: 12
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 999.69 MB
+frame_num: 76223
+frame_range: 100K
+dataset_size: 999.69 MB
+data_structure: 'Agilex_Cobot_Magic_fold_short_sleeve_black_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_short_sleeve_white.yaml

@@ -0,0 +1,569 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_short_sleeve_white
+dataset_uuid: 774e7025-eb94-4c42-841f-ab64f9849b1f
+scene_type:
+  level1: household
+  level2: bedroom
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: white_T-shirt
+- object_name: green_tray
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the white short sleeve with two grippers, and place the folded white short
+  sleeve on the tray with the left claw.
+sub_tasks:
+- subtask: Lift the white T-shirt with the left gripper.
+  subtask_index: 0
+- subtask: Place the folded white T-shirt on the green tray with the left gripper.
+  subtask_index: 1
+- subtask: Fold the white T-shirt from left to right with left gripper.
+  subtask_index: 2
+- subtask: Fold the white T-shirt from right to left with right gripper.
+  subtask_index: 3
+- subtask: Grasp the white T-shirt with the right gripper.
+  subtask_index: 4
+- subtask: End.
+  subtask_index: 5
+- subtask: Fold the white T-shirt downward with the left gripper.
+  subtask_index: 6
+- subtask: Fold the white T-shirt downward with the right gripper.
+  subtask_index: 7
+- subtask: Lift the white T-shirt with the right gripper.
+  subtask_index: 8
+- subtask: Grasp the white T-shirt with the left gripper.
+  subtask_index: 9
+- subtask: null.
+  subtask_index: 10
+atomic_actions:
+- grasp
+- lift
+- place
+- fold
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 70709
+  fps: 30
+  total_tasks: 11
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 916.92 MB
+frame_num: 70709
+frame_range: 100K
+dataset_size: 916.92 MB
+data_structure: 'Agilex_Cobot_Magic_fold_short_sleeve_white_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- debug
+
+  |   |-- episode_0000
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0001
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0002
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0003
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0004
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0005
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0006
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0007
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0008
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0009
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   |-- episode_0010
+
+  |   |   |-- images
+
+  |   |   `-- trace_report.md
+
+  |   `-- episode_0011
+
+  |       |-- images
+
+  |       `-- trace_report.md
+
+  |   `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_shorts_khaki.yaml

@@ -0,0 +1,489 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_shorts_khaki
+dataset_uuid: badf13bf-e421-4740-86c4-c1d440d8b465
+scene_type:
+  level1: household
+  level2: bedroom
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: khaki_shorts
+- object_name: green_tray
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the khaki jeans in half with the grippers, then fold them in half again. Place
+  the folded khaki jeans on the tray with the left gripper.
+sub_tasks:
+- subtask: Fold the khaki trousers from right to left with the right gripper.
+  subtask_index: 0
+- subtask: Fold the khaki trousers upwards with the right gripper.
+  subtask_index: 1
+- subtask: Fold the khaki trousers from left to right with the left gripper.
+  subtask_index: 2
+- subtask: Fold the khaki trousers upwards with the left gripper.
+  subtask_index: 3
+- subtask: Place the folded khaki trousers on the green tray with the left gripper.
+  subtask_index: 4
+- subtask: Grasp the khaki trousers with the left gripper.
+  subtask_index: 5
+- subtask: Grasp the khaki trousers with the right gripper.
+  subtask_index: 6
+- subtask: end.
+  subtask_index: 7
+- subtask: null.
+  subtask_index: 8
+atomic_actions:
+- grasp
+- lift
+- place
+- fold
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 55392
+  fps: 30
+  total_tasks: 9
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 637.64 MB
+frame_num: 55392
+frame_range: 100K
+dataset_size: 637.64 MB
+data_structure: 'Agilex_Cobot_Magic_fold_shorts_khaki_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_the_pants.yaml

@@ -0,0 +1,502 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_the_pants
+dataset_uuid: 2d20404b-b035-4962-9e8e-055858867cb3
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: pants
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Place the pants with the back facing upwards and the cuffs facing to the left. Grasp
+  the cuffs with the left gripper and the leg with the right gripper, then fold it
+  forward. Lift the folded cuffs with the left gripper and fold them against the leg.
+  Adjust the position of the pants to the center of the table with the gripper.
+- Place the pants with the back facing upwards and the cuffs facing to the right.
+  Grasp the cuffs with the right gripper. Grasp the leg with the left gripper and
+  fold it forward. Lift the folded cuffs with the right gripper and fold them against
+  the leg. Adjust the position of the pants to the center of the table with the gripper.
+- Place the pants with the front facing upwards and the cuffs facing to the left.
+  Grasp the cuffs with the left gripper and the leg with the right gripper, then fold
+  it forward. Lift the folded cuffs with the left gripper and fold them against the
+  leg. Adjust the position of the pants to the center of the table with the gripper.
+- Place the pants with the front facing upwards and the cuffs facing to the right.
+  Grasp the cuffs with the right gripper. Grasp the leg with the left gripper and
+  fold it forward. Lift the folded cuffs with the right gripper and fold them against
+  the leg. Adjust the position of the pants to the center of the table with the gripper.
+- the left gripper grasp the cuffs, the right gripper grasp the leg and fold it forward,
+  the left gripper lift the folded cuffs and fold them against the leg, adjust the
+  position of the pants to the center of the table.
+- the pants are placed with the back facing upwards, the cuffs facing to the right,the
+  right gripper grasp the cuffs, the left gripper grasp the leg and fold it forward,the
+  right gripper lift the folded cuffs and fold them against the leg, adjust the position
+  of the pants to the center of the table.
+- the pants are placed with the front facing upwards, the cuffs facing to the left,the
+  left gripper grasp the cuffs, the right gripper grasp the leg and fold it forward,the
+  left gripper lift the folded cuffs and fold them against the leg, adjust the position
+  of the pants to the center of the table.
+- the pants are placed with the front facing upwards, the cuffs facing to the right,the
+  right gripper grasp the cuffs, the left gripper grasp the leg and fold it forward,the
+  right gripper lift the folded cuffs and fold them against the leg, adjust the position
+  of the pants to the center of the table.
+sub_tasks:
+- subtask: Fold the bottom of the pants upward.
+  subtask_index: 0
+- subtask: Fold the pants from left to right.
+  subtask_index: 1
+- subtask: Fold your pants from right to left.
+  subtask_index: 2
+- subtask: null.
+  subtask_index: 3
+atomic_actions:
+- grasp
+- fold
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_high_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_high_rgb: dtype=video, shape=720x1280x3, resolution=1280x720, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+- subtasks.jsonl
+statistics:
+  total_episodes: 486
+  total_frames: 402577
+  fps: 30
+  total_tasks: 4
+  total_videos: 1458
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 8.48 GB
+frame_num: 402577
+frame_range: 1M
+dataset_size: 8.48 GB
+data_structure: 'Split_aloha_fold_the_pants_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   |-- subtask_annotations.jsonl
+
+  |   `-- subtasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (473 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_high_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:485
+features:
+  observation.images.cam_high_rgb:
+    dtype: video
+    shape:
+    - 720
+    - 1280
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 720
+      video.width: 1280
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_ori_x
+    - left_eef_ori_y
+    - left_eef_ori_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_ori_x
+    - right_eef_ori_y
+    - right_eef_ori_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_high_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_high_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel.yaml

@@ -0,0 +1,501 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel
+dataset_uuid: 7bb04959-40ba-4ab5-aa4a-595c34cc3abc
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: white_towel
+- object_name: orange_towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the towels on the table with the gripper.
+sub_tasks:
+- subtask: Fold the white towel upwards with the right gripper.
+  subtask_index: 0
+- subtask: Grasp the orange towel with the left gripper.
+  subtask_index: 1
+- subtask: Grasp the orange towel with the right gripper.
+  subtask_index: 2
+- subtask: Fold the orange towel upwards with the right gripper.
+  subtask_index: 3
+- subtask: Fold the white towel upwards with the left gripper.
+  subtask_index: 4
+- subtask: Fold the orange towel from right to left with right gripper.
+  subtask_index: 5
+- subtask: Press on the orange towel with the left gripper.
+  subtask_index: 6
+- subtask: Fold the white towel from right to left with right gripper.
+  subtask_index: 7
+- subtask: End.
+  subtask_index: 8
+- subtask: Arrange the orange towel with the right gripper.
+  subtask_index: 9
+- subtask: Grasp the white towel with the right gripper.
+  subtask_index: 10
+- subtask: Fold the orange towel upwards with the left gripper.
+  subtask_index: 11
+- subtask: Grasp the white towel with the left gripper.
+  subtask_index: 12
+- subtask: Press on the white towel with the left gripper.
+  subtask_index: 13
+- subtask: null.
+  subtask_index: 14
+atomic_actions:
+- grasp
+- fold
+- lift
+- place
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 100
+  total_frames: 76161
+  fps: 30
+  total_tasks: 15
+  total_videos: 300
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 834.61 MB
+frame_num: 76161
+frame_range: 100K
+dataset_size: 834.61 MB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (88 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:99
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel_blue.yaml

@@ -0,0 +1,493 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel_blue
+dataset_uuid: 60cf7d0f-2656-4819-baab-ce1b9ecb5bf1
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: basket
+- object_name: blue_towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the towels on the table with the gripper.
+sub_tasks:
+- subtask: 'Left gripper: adjust the brown towel.'
+  subtask_index: 0
+- subtask: 'Left gripper: adjust the blue towel.'
+  subtask_index: 1
+- subtask: 'Right gripper: adjust the blue towel.'
+  subtask_index: 2
+- subtask: 'Right gripper: pick up the bottom right corner of blue towel.'
+  subtask_index: 3
+- subtask: 'Left gripper: fold the blue towel from left to right.'
+  subtask_index: 4
+- subtask: 'Left gripper: fold the blue towel up.'
+  subtask_index: 5
+- subtask: End.
+  subtask_index: 6
+- subtask: 'Right gripper: fold the blue towel up.'
+  subtask_index: 7
+- subtask: 'Right gripper: spread the blue towel flat on the table.'
+  subtask_index: 8
+- subtask: 'Left gripper: pick up the bottom left corner of blue towel.'
+  subtask_index: 9
+- subtask: null.
+  subtask_index: 10
+atomic_actions:
+- grasp
+- fold
+- lift
+- place
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_right_wrist_rgb
+- cam_left_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264, pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 185
+  total_frames: 146917
+  fps: 30
+  total_tasks: 11
+  total_videos: 555
+  total_chunks: 1
+  chunks_size: 10000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 10.04 GB
+frame_num: 146917
+frame_range: 1M
+dataset_size: 10.04 GB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_blue_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (173 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:184
+features:
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_right_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel_blue_tray.yaml

@@ -0,0 +1,487 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel_blue_tray
+dataset_uuid: f6af986b-77ef-4cd9-b913-2dd630e785d4
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: green_tray
+- object_name: blue_square_towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Grasp the edge of the towel with both grippers and fold it forward. Grasp the right
+  edge and fold it again. Place the folded towel on the tray with a gripper.
+sub_tasks:
+- subtask: Fold the blue white towel upwards with the right gripper.
+  subtask_index: 0
+- subtask: Fold the blue white towel upwards with the left gripper.
+  subtask_index: 1
+- subtask: Grasp the blue white towel with the right gripper.
+  subtask_index: 2
+- subtask: Fold the blue white towel from right to left with right gripper.
+  subtask_index: 3
+- subtask: Grasp the blue white towel with the left gripper.
+  subtask_index: 4
+- subtask: end.
+  subtask_index: 5
+- subtask: Place the folded gray towel on the green tray with the right gripper.
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- lift
+- place
+- fold
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 63491
+  fps: 30
+  total_tasks: 8
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 935.31 MB
+frame_num: 63491
+frame_range: 100K
+dataset_size: 935.31 MB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_blue_tray_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel_brown.yaml

@@ -0,0 +1,496 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel_brown
+dataset_uuid: fc6e3f46-105a-456c-afc4-b3ca8e701857
+scene_type:
+  level1: household
+  level2: bathroom
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: basket
+- object_name: towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the towel on the table three times with the grippers.
+sub_tasks:
+- subtask: 'Left gripper: adjust the brown towel.'
+  subtask_index: 0
+- subtask: 'Left gripper: spread the brown towel flat on the table.'
+  subtask_index: 1
+- subtask: 'Right gripper: spread the brown towel flat on the table.'
+  subtask_index: 2
+- subtask: End.
+  subtask_index: 3
+- subtask: 'Left gripper: fold the brown towel from left to right.'
+  subtask_index: 4
+- subtask: 'Right gripper: pick up the bottom right corner of brown towel.'
+  subtask_index: 5
+- subtask: 'Right gripper: adjust the brown towel.'
+  subtask_index: 6
+- subtask: 'Left gripper: fold the brown towel up.'
+  subtask_index: 7
+- subtask: 'Right gripper: fold the brown towel up.'
+  subtask_index: 8
+- subtask: 'Left gripper: pick up the bottom left corner of brown towel.'
+  subtask_index: 9
+- subtask: null.
+  subtask_index: 10
+atomic_actions:
+- grasp
+- unfold
+- fold
+- pick
+- place
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_right_wrist_rgb
+- cam_left_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264, pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 387
+  total_frames: 283464
+  fps: 30
+  total_tasks: 11
+  total_videos: 1161
+  total_chunks: 1
+  chunks_size: 10000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 18.63 GB
+frame_num: 283464
+frame_range: 1M
+dataset_size: 18.63 GB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_brown_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (375 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:386
+  val: 334:376
+  test: 376:417
+features:
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_head_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel_grey_tray.yaml

@@ -0,0 +1,490 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel_grey_tray
+dataset_uuid: 7d892786-80a6-43e7-9959-c9a0079ecff8
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: green_tray
+- object_name: grey_square_towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Grasp the edge of the towel with both grippers and fold it forward. Grasp the right
+  edge and fold it again. Place the folded towel on the tray with a gripper. gripper
+  to hold the right edge and fold it again,use a gripper to place the folded towel
+  on the tray.
+sub_tasks:
+- subtask: Fold the grey towel from left to right with left gripper.
+  subtask_index: 0
+- subtask: Place the folded grey towel on the tray with the right gripper.
+  subtask_index: 1
+- subtask: Abnormal.
+  subtask_index: 2
+- subtask: Fold the grey towel from right to left with right gripper.
+  subtask_index: 3
+- subtask: Fold the grey towel upwards.
+  subtask_index: 4
+- subtask: End.
+  subtask_index: 5
+- subtask: Place the folded grey towel on the tray with the left gripper.
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- lift
+- place
+- fold
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 53308
+  fps: 30
+  total_tasks: 8
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 724.56 MB
+frame_num: 53308
+frame_range: 100K
+dataset_size: 724.56 MB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_grey_tray_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel_pink_tray.yaml

@@ -0,0 +1,481 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel_pink_tray
+dataset_uuid: 09d01c7a-32a8-4de7-b6dc-71c4f664ff81
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: green_tray
+- object_name: pink_square_towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Grasp the edge of the towel with both grippers and fold it forward. Grasp the right
+  edge and fold it again. Place the folded towel on the tray with a gripper.
+sub_tasks:
+- subtask: Fold the pink towel upwards.
+  subtask_index: 0
+- subtask: End.
+  subtask_index: 1
+- subtask: Place the folded pink towel on the tray with the left gripper.
+  subtask_index: 2
+- subtask: Fold the pink towel from right to left with right gripper.
+  subtask_index: 3
+- subtask: null.
+  subtask_index: 4
+atomic_actions:
+- grasp
+- lift
+- place
+- fold
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 50
+  total_frames: 63678
+  fps: 30
+  total_tasks: 5
+  total_videos: 150
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 766.05 MB
+frame_num: 63678
+frame_range: 100K
+dataset_size: 766.05 MB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_pink_tray_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (38 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:49
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel_purple.yaml

@@ -0,0 +1,496 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel_purple
+dataset_uuid: 22417619-aae5-4c2d-b18b-d07990f5fcac
+scene_type:
+  level1: household
+  level2: bathroom
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: basket
+- object_name: towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold the towel on the table three times with the grippers.
+sub_tasks:
+- subtask: 'Right gripper: spread the purple towel flat on the table.'
+  subtask_index: 0
+- subtask: 'Left gripper: fold the purple towel up.'
+  subtask_index: 1
+- subtask: 'Right gripper: fold the purple towel up.'
+  subtask_index: 2
+- subtask: 'Left gripper: fold the purple towel from left to right.'
+  subtask_index: 3
+- subtask: 'Left gripper: adjust the purple towel.'
+  subtask_index: 4
+- subtask: End.
+  subtask_index: 5
+- subtask: 'Left gripper: spread the purple towel flat on the table.'
+  subtask_index: 6
+- subtask: 'Right gripper: pick up the bottom right corner of purple towel.'
+  subtask_index: 7
+- subtask: 'Right gripper: adjust the purple towel.'
+  subtask_index: 8
+- subtask: 'Left gripper: pick up the bottom left corner of purple towel.'
+  subtask_index: 9
+- subtask: null.
+  subtask_index: 10
+atomic_actions:
+- grasp
+- unfold
+- fold
+- pick
+- place
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_right_wrist_rgb
+- cam_left_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264, pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 175
+  total_frames: 111222
+  fps: 30
+  total_tasks: 11
+  total_videos: 525
+  total_chunks: 1
+  chunks_size: 10000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 7.28 GB
+frame_num: 111222
+frame_range: 1M
+dataset_size: 7.28 GB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_purple_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (163 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:174
+  val: 175:197
+  test: 197:219
+features:
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_head_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel_tray_twice.yaml

@@ -0,0 +1,509 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel_tray_twice
+dataset_uuid: d4e9a4ab-1a29-4636-9bb8-1f5183e429d2
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: white_tray
+- object_name: white_long_towel
+- object_name: pink_long_towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Fold one towel by two grippers and place it on the tray with the grippers. Then
+  fold another towel by two grippers and place it on the folded towel with the grippers.
+sub_tasks:
+- subtask: Grasp the pink towel with the right gripper.
+  subtask_index: 0
+- subtask: Press the pink towel with the left gripper.
+  subtask_index: 1
+- subtask: End.
+  subtask_index: 2
+- subtask: Fold the pink towel from right to left with right gripper.
+  subtask_index: 3
+- subtask: Place the pink towel on the white towel with the right gripper.
+  subtask_index: 4
+- subtask: Grasp the white towel with the left gripper.
+  subtask_index: 5
+- subtask: Move the pink towel to the plate with the right gripper.
+  subtask_index: 6
+- subtask: Abnormal.
+  subtask_index: 7
+- subtask: Press the white towel with the left gripper.
+  subtask_index: 8
+- subtask: Move the white towel to the plate with the right gripper.
+  subtask_index: 9
+- subtask: Grasp the white towel with the right gripper.
+  subtask_index: 10
+- subtask: Fold the pink towel upwards with the left gripper.
+  subtask_index: 11
+- subtask: Grasp the pink towel with the left gripper.
+  subtask_index: 12
+- subtask: Place the white towel on the pink towel with the left gripper.
+  subtask_index: 13
+- subtask: Fold the pink towel upwards with the right gripper.
+  subtask_index: 14
+- subtask: Fold the white towel upwards with the right gripper.
+  subtask_index: 15
+- subtask: Place the white towel on the pink towel with the right gripper.
+  subtask_index: 16
+- subtask: Fold the white towel upwards with the left gripper.
+  subtask_index: 17
+- subtask: Fold the white towel from right to left with right gripper.
+  subtask_index: 18
+- subtask: null.
+  subtask_index: 19
+atomic_actions:
+- grasp
+- fold
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 195
+  total_frames: 305054
+  fps: 30
+  total_tasks: 20
+  total_videos: 585
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 3.54 GB
+frame_num: 305054
+frame_range: 1M
+dataset_size: 3.54 GB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_tray_twice_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (183 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:194
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_fold_towel_yellow_tray.yaml

@@ -0,0 +1,487 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_fold_towel_yellow_tray
+dataset_uuid: 2fa41899-f076-44f9-8096-de77fbd0858a
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: green_tray
+- object_name: yellow_square_towel
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Grasp the edge of the towel with both grippers and fold it forward. Grasp the right
+  edge and fold it again. Place the folded towel on the tray with a gripper.
+sub_tasks:
+- subtask: Abnormal.
+  subtask_index: 0
+- subtask: Fold the yellow towel upwards.
+  subtask_index: 1
+- subtask: End.
+  subtask_index: 2
+- subtask: Fold the yellow towel from right to left with right gripper.
+  subtask_index: 3
+- subtask: Fold the yellow towel from left to right with left gripper.
+  subtask_index: 4
+- subtask: Place the folded yellow towel on the tray with the left gripper.
+  subtask_index: 5
+- subtask: Place the folded yellow towel on the tray with the right gripper.
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- lift
+- place
+- fold
+robot_name: Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 49
+  total_frames: 48960
+  fps: 30
+  total_tasks: 8
+  total_videos: 147
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 552.42 MB
+frame_num: 48960
+frame_range: 100K
+dataset_size: 552.42 MB
+data_structure: 'Agilex_Cobot_Magic_fold_towel_yellow_tray_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (37 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:48
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_heat_burger.yaml

@@ -0,0 +1,503 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_heat_burger
+dataset_uuid: 943e9777-7526-4d63-8000-b8b9b20942f4
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: microwave_oven
+- object_name: plate
+- object_name: hamburger
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Open the microwave oven with the right gripper, place the hamburger inside, and
+  then rotate it off with the left gripper. Rotate the button of the microwave oven
+  with the right gripper to heat up the hamburger. Turn on the microwave oven, pick
+  up the hamburger and place it on the table, then rotate it off with the left gripper.
+sub_tasks:
+- subtask: Abnormal.
+  subtask_index: 0
+- subtask: 'Right gripper: pick up the plate with the hamburger.'
+  subtask_index: 1
+- subtask: 'Right gripper: place the plate on the table.'
+  subtask_index: 2
+- subtask: 'Right gripper: press the swap.'
+  subtask_index: 3
+- subtask: 'Right gripper: place the plate in the microwave.'
+  subtask_index: 4
+- subtask: End.
+  subtask_index: 5
+- subtask: 'Right gripper: rotate timer button.'
+  subtask_index: 6
+- subtask: 'Left gripper: close the microwave door.'
+  subtask_index: 7
+- subtask: null.
+  subtask_index: 8
+atomic_actions:
+- grasp
+- pick
+- place
+- push
+- rotate
+- press
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_right_wrist_rgb
+- cam_left_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264, pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 819
+  total_frames: 2478415
+  fps: 30
+  total_tasks: 9
+  total_videos: 2457
+  total_chunks: 1
+  chunks_size: 10000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 131.36 GB
+frame_num: 2478469
+frame_range: 10M
+dataset_size: 131.36 GB
+data_structure: 'Agilex_Cobot_Magic_heat_burger_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (807 more entries)
+
+  |-- logs
+
+  |   `-- collect
+
+  |       `-- collect_20260522122014.log
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:818
+  val: 802:902
+  test: 902:1003
+features:
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_head_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_heat_sandwich.yaml

@@ -0,0 +1,492 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_heat_sandwich
+dataset_uuid: ecebb15f-6434-4ba0-bb23-73f5be418b3b
+scene_type:
+  level1: household
+  level2: null
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: microwave_oven
+- object_name: plates
+- object_name: sandwich
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Turn on the microwave oven with the gripper. Pick up the sandwich with the gripper
+  and place it inside. Turn off the microwave oven with the gripper. Rotate the microwave
+  oven button to heat up the sandwich with the gripper. Then turn on the microwave
+  oven with the gripper, pick up the sandwich with the gripper, and place it on the
+  table with the gripper. Turn off the microwave oven with the gripper again.
+sub_tasks:
+- subtask: 'Right gripper: place the plate on the table.'
+  subtask_index: 0
+- subtask: 'Right gripper: press the swap.'
+  subtask_index: 1
+- subtask: 'Right gripper: place the plate in the microwave.'
+  subtask_index: 2
+- subtask: End.
+  subtask_index: 3
+- subtask: 'Right gripper: rotate timer button.'
+  subtask_index: 4
+- subtask: 'Right gripper: pick up the plate with the sandwich.'
+  subtask_index: 5
+- subtask: 'Left gripper: close the microwave door.'
+  subtask_index: 6
+- subtask: null.
+  subtask_index: 7
+atomic_actions:
+- grasp
+- lift
+- place
+- press
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_right_wrist_rgb
+- cam_left_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264, pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 301
+  total_frames: 979323
+  fps: 30
+  total_tasks: 8
+  total_videos: 903
+  total_chunks: 1
+  chunks_size: 10000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 47.95 GB
+frame_num: 979323
+frame_range: 1M
+dataset_size: 47.95 GB
+data_structure: 'Agilex_Cobot_Magic_heat_sandwich_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (289 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:300
+features:
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_right_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_make_sandwiche.yaml

@@ -0,0 +1,531 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_make_sandwiche
+dataset_uuid: 8c8eae1d-086d-4ef3-b908-bb55c1d82660
+scene_type:
+  level1: household
+  level2: kitchen
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: plate
+- object_name: storage_box
+- object_name: bread
+- object_name: cheese
+- object_name: lettuce
+- object_name: bacon
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Make sandwiches with the food from the boxes on both sides, placing them in the
+  middle plate with the gripper.
+sub_tasks:
+- subtask: Left gripper:place the bread cut on the cheese cut.
+  subtask_index: 0
+- subtask: Right gripper:pick up the lettuce cut.
+  subtask_index: 1
+- subtask: Right gripper:pick up the bacon.
+  subtask_index: 2
+- subtask: Right gripper:place the cheese cut on top of the bacon.
+  subtask_index: 3
+- subtask: Left gripper:place bacon on bacon.
+  subtask_index: 4
+- subtask: Left gripper:pick up the bread cut.
+  subtask_index: 5
+- subtask: Right gripper:place bacon on lettuce cut.
+  subtask_index: 6
+- subtask: Right gripper:place the lettuce cut on the bread cut.
+  subtask_index: 7
+- subtask: Left gripper:Place the lettuce cut on the bread cut.
+  subtask_index: 8
+- subtask: Left gripper:place bacon on lettuce cut.
+  subtask_index: 9
+- subtask: Right gripper:place the bread cut on the cheese cut.
+  subtask_index: 10
+- subtask: Right gripper:place the bread cut on the plate.
+  subtask_index: 11
+- subtask: Left gripper:place the cheese cut on top of the bacon.
+  subtask_index: 12
+- subtask: Left gripper:pick up the cheese cut.
+  subtask_index: 13
+- subtask: Abnormal.
+  subtask_index: 14
+- subtask: Left gripper:Place the bread slices on the plate.
+  subtask_index: 15
+- subtask: Left gripper:place the lettuce cut on the bread cut.
+  subtask_index: 16
+- subtask: Left gripper:place the bread cut on the plate.
+  subtask_index: 17
+- subtask: Right gripper:pick up the cheese cut.
+  subtask_index: 18
+- subtask: Right gripper:pick up the bread cut.
+  subtask_index: 19
+- subtask: Left gripper:pick up the bacon.
+  subtask_index: 20
+- subtask: Left gripper:Place bacon on lettuce cut.
+  subtask_index: 21
+- subtask: End.
+  subtask_index: 22
+- subtask: Right gripper:place bacon on bacon.
+  subtask_index: 23
+- subtask: Left gripper:pick up the lettuce cut.
+  subtask_index: 24
+- subtask: Right gripper:Place the cheese cut on top of the bacon.
+  subtask_index: 25
+- subtask: null.
+  subtask_index: 26
+atomic_actions:
+- grasp
+- place
+- pick
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_right_wrist_rgb
+- cam_left_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264, pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=h264,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 515
+  total_frames: 813553
+  fps: 30
+  total_tasks: 27
+  total_videos: 1545
+  total_chunks: 1
+  chunks_size: 10000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 53.82 GB
+frame_num: 813553
+frame_range: 1M
+dataset_size: 53.82 GB
+data_structure: 'Agilex_Cobot_Magic_make_sandwiche_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (503 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:514
+  val: 425:478
+  test: 478:532
+features:
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - left_gripper_open
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+    - right_gripper_open
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.fps: 30.0
+      video.height: 480
+      video.width: 640
+      video.channels: 3
+      video.codec: h264
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      has_audio: false
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 5
+  scene_annotation:
+    names: null
+    dtype: int32
+    shape:
+    - 1
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    dtype: float32
+    shape:
+    - 12
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    dtype: int32
+    shape:
+    - 2
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_head_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_move_mouse.yaml

@@ -0,0 +1,500 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_move_mouse
+dataset_uuid: f3b727e5-e363-4a22-996e-b8f5281085ce
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: mouse
+- object_name: mouse_pad
+- object_name: table
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Organize the mouse on the mouse pad with the right gripper.
+sub_tasks:
+- subtask: Grasp the mouse with the left gripper.
+  subtask_index: 0
+- subtask: Abnormal.
+  subtask_index: 1
+- subtask: Grasp the mouse with the right gripper.
+  subtask_index: 2
+- subtask: Place the mouse on the mouse mat with the right gripper.
+  subtask_index: 3
+- subtask: End.
+  subtask_index: 4
+- subtask: Place the mouse on the mouse mat with the left gripper.
+  subtask_index: 5
+- subtask: null.
+  subtask_index: 6
+atomic_actions:
+- grasp
+- lift
+- place
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 112
+  total_frames: 49737
+  fps: 30
+  total_tasks: 7
+  total_videos: 336
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 386.89 MB
+frame_num: 49737
+frame_range: 100K
+dataset_size: 386.89 MB
+data_structure: 'Agilex_Cobot_Magic_move_mouse_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- backup
+
+  |   |-- data
+
+  |   |   `-- chunk-000
+
+  |   `-- meta
+
+  |       |-- episodes.jsonl
+
+  |       |-- episodes_stats.jsonl
+
+  |       |-- info.json
+
+  |       `-- tasks.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (100 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:111
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4

dataset_info/Agilex_Cobot_Magic_move_mouse_pen.yaml

@@ -0,0 +1,494 @@
+task_categories:
+- robotics
+language:
+- en
+tags:
+- RoboCOIN
+- LeRobot
+license: apache-2.0
+configs:
+- config_name: default
+  data_files: data/chunk-{id}/episode_{id}.parquet
+extra_gated_prompt: By accessing this dataset, you agree to cite the associated paper
+  in your research/publications—see the "Citation" section for details. You agree
+  to not use the dataset to conduct experiments that cause harm to human subjects.
+extra_gated_fields:
+  Company/Organization:
+    type: text
+    description: e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"
+  Country:
+    type: country
+    description: e.g., "Germany", "China", "United States"
+codebase_version: v2.1
+dataset_name: Agilex_Cobot_Magic_move_mouse_pen
+dataset_uuid: 224d3efa-c5ca-4c0a-a618-a09ef6e5c67e
+scene_type:
+  level1: office
+  level2: office
+  level3: null
+  level4: null
+  level5: null
+env_type: Due to some reasons, this dataset temporarily cannot provide the environment
+  type information.
+objects:
+- object_name: table
+- object_name: deli_water-based_marker
+- object_name: notebook
+- object_name: mouse
+- object_name: mouse_pad
+- object_name: white_table_cloths
+task_operation_type: Due to some reasons, this dataset temporarily cannot provide
+  the operation type information.
+task_instruction:
+- Organize the pen on the notebook with the left gripper. Organize the mouse on the
+  mouse pad with the right gripper.
+sub_tasks:
+- subtask: Grasp the mouse with the left gripper.
+  subtask_index: 0
+- subtask: Grasp the marker with the left gripper.
+  subtask_index: 1
+- subtask: Grasp the mouse with the right gripper.
+  subtask_index: 2
+- subtask: Place the mouse on the mouse pad with the right gripper.
+  subtask_index: 3
+- subtask: Place the marker on the notebook with the right gripper.
+  subtask_index: 4
+- subtask: Grasp the marker with the right gripper.
+  subtask_index: 5
+- subtask: end.
+  subtask_index: 6
+- subtask: Place the mouse on the mouse pad with the left gripper.
+  subtask_index: 7
+- subtask: Place the marker on the notebook with the left gripper.
+  subtask_index: 8
+- subtask: null.
+  subtask_index: 9
+atomic_actions:
+- grasp
+- lift
+- place
+robot_name:
+- Agilex_Cobot_Magic
+end_effector_type: two_finger_end_effector
+tele_type: Due to some reasons, this dataset temporarily cannot provide the teleoperation
+  type information.
+sensor_list:
+- cam_head_rgb
+- cam_left_wrist_rgb
+- cam_right_wrist_rgb
+came_info:
+  cam_head_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1, pix_fmt=yuv420p
+  cam_left_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+  cam_right_wrist_rgb: dtype=video, shape=480x640x3, resolution=640x480, codec=av1,
+    pix_fmt=yuv420p
+depth_enabled: false
+coordinate_definition: right-hand-frame
+joint_rotation_dim: radian
+end_translation_dim: meter
+annotations:
+- eef_acc_mag_annotation.jsonl
+- eef_direction_annotation.jsonl
+- eef_velocity_annotation.jsonl
+- gripper_activity_annotation.jsonl
+- gripper_mode_annotation.jsonl
+- scene_annotations.jsonl
+- subtask_annotations.jsonl
+statistics:
+  total_episodes: 30
+  total_frames: 22756
+  fps: 30
+  total_tasks: 10
+  total_videos: 90
+  total_chunks: 1
+  chunks_size: 1000
+  state_dim: 26
+  action_dim: 26
+  camera_views: 3
+  dataset_size: 276.67 MB
+frame_num: 22756
+frame_range: 100K
+dataset_size: 276.67 MB
+data_structure: 'Agilex_Cobot_Magic_move_mouse_pen_qced_hardlink/
+
+  |-- annotations
+
+  |   |-- eef_acc_mag_annotation.jsonl
+
+  |   |-- eef_direction_annotation.jsonl
+
+  |   |-- eef_velocity_annotation.jsonl
+
+  |   |-- gripper_activity_annotation.jsonl
+
+  |   |-- gripper_mode_annotation.jsonl
+
+  |   |-- scene_annotations.jsonl
+
+  |   `-- subtask_annotations.jsonl
+
+  |-- data
+
+  |   `-- chunk-000
+
+  |       |-- episode_000000.parquet
+
+  |       |-- episode_000001.parquet
+
+  |       |-- episode_000002.parquet
+
+  |       |-- episode_000003.parquet
+
+  |       |-- episode_000004.parquet
+
+  |       |-- episode_000005.parquet
+
+  |       |-- episode_000006.parquet
+
+  |       |-- episode_000007.parquet
+
+  |       |-- episode_000008.parquet
+
+  |       |-- episode_000009.parquet
+
+  |       |-- episode_000010.parquet
+
+  |       `-- episode_000011.parquet
+
+  |       `-- ... (18 more entries)
+
+  |-- meta
+
+  |   |-- episodes.jsonl
+
+  |   |-- episodes_stats.jsonl
+
+  |   |-- info.json
+
+  |   `-- tasks.jsonl
+
+  |-- videos
+
+  |   `-- chunk-000
+
+  |       |-- observation.images.cam_head_rgb
+
+  |       |-- observation.images.cam_left_wrist_rgb
+
+  |       `-- observation.images.cam_right_wrist_rgb
+
+  |-- info.yaml
+
+  `-- README.md'
+splits:
+  train: 0:29
+features:
+  observation.images.cam_head_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_left_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.images.cam_right_wrist_rgb:
+    dtype: video
+    shape:
+    - 480
+    - 640
+    - 3
+    names:
+    - height
+    - width
+    - channels
+    info:
+      video.height: 480
+      video.width: 640
+      video.codec: av1
+      video.pix_fmt: yuv420p
+      video.is_depth_map: false
+      video.fps: 30
+      video.channels: 3
+      has_audio: false
+  observation.state:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  action:
+    dtype: float32
+    shape:
+    - 26
+    names:
+    - left_arm_joint_1_rad
+    - left_arm_joint_2_rad
+    - left_arm_joint_3_rad
+    - left_arm_joint_4_rad
+    - left_arm_joint_5_rad
+    - left_arm_joint_6_rad
+    - left_gripper_open
+    - left_eef_pos_x_m
+    - left_eef_pos_y_m
+    - left_eef_pos_z_m
+    - left_eef_rot_euler_x_rad
+    - left_eef_rot_euler_y_rad
+    - left_eef_rot_euler_z_rad
+    - right_arm_joint_1_rad
+    - right_arm_joint_2_rad
+    - right_arm_joint_3_rad
+    - right_arm_joint_4_rad
+    - right_arm_joint_5_rad
+    - right_arm_joint_6_rad
+    - right_gripper_open
+    - right_eef_pos_x_m
+    - right_eef_pos_y_m
+    - right_eef_pos_z_m
+    - right_eef_rot_euler_x_rad
+    - right_eef_rot_euler_y_rad
+    - right_eef_rot_euler_z_rad
+  timestamp:
+    dtype: float32
+    shape:
+    - 1
+    names: null
+  frame_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  episode_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  task_index:
+    dtype: int64
+    shape:
+    - 1
+    names: null
+  subtask_annotation:
+    names: null
+    shape:
+    - 5
+    dtype: int32
+  scene_annotation:
+    names: null
+    shape:
+    - 1
+    dtype: int32
+  eef_sim_pose_state:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_sim_pose_action:
+    names:
+    - left_eef_pos_x
+    - left_eef_pos_y
+    - left_eef_pos_z
+    - left_eef_rot_x
+    - left_eef_rot_y
+    - left_eef_rot_z
+    - right_eef_pos_x
+    - right_eef_pos_y
+    - right_eef_pos_z
+    - right_eef_rot_x
+    - right_eef_rot_y
+    - right_eef_rot_z
+    shape:
+    - 12
+    dtype: float32
+  eef_direction_state:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_direction_action:
+    names:
+    - left_eef_direction
+    - right_eef_direction
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_state:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_velocity_action:
+    names:
+    - left_eef_velocity
+    - right_eef_velocity
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_state:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  eef_acc_mag_action:
+    names:
+    - left_eef_acc_mag
+    - right_eef_acc_mag
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_state:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_mode_action:
+    names:
+    - left_gripper_mode
+    - right_gripper_mode
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_state:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_activity_action:
+    names:
+    - left_gripper_activity
+    - right_gripper_activity
+    shape:
+    - 2
+    dtype: int32
+  gripper_open_scale_state:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+  gripper_open_scale_action:
+    names:
+    - left_gripper_open_scale
+    - right_gripper_open_scale
+    dtype: float32
+    shape:
+    - 2
+authors:
+  contributed_by:
+  - name: RoboCOIN Team at Beijing Academy of Artificial Intelligence (BAAI)
+dataset_description: This dataset uses an extended format based on LeRobot and is
+  fully compatible with LeRobot.
+homepage: https://flagopen.github.io/RoboCOIN/
+paper: https://arxiv.org/abs/2511.17441
+repository: https://github.com/FlagOpen/RoboCOIN
+contact_info: For questions, issues, or feedback regarding this dataset, please contact
+  us.
+support_info: For technical support, please open an issue on our GitHub repository.
+license_details: apache-2.0
+citation_bibtex: "@article{robocoin,\n  title={RoboCOIN: An Open-Sourced Bimanual\
+  \ Robotic Data Collection for Integrated Manipulation},\n  author={Shihan Wu, Xuecheng\
+  \ Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu\
+  \ Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang\
+  \ Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin,\
+  \ Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng\
+  \ Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang\
+  \ Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance\
+  \ Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang,\
+  \ Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie,\
+  \ Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao\
+  \ Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian,\
+  \ Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong,\
+  \ He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang,\
+  \ Yonghua Lin, Zhongyuan Wang and Guocai Yao},\n  journal={arXiv preprint arXiv:2511.17441},\n\
+  \  url = {https://arxiv.org/abs/2511.17441},\n  year={2025},\n  }\n"
+additional_citations: 'If you use this dataset, please also consider citing:
+
+  LeRobot Framework: https://github.com/huggingface/lerobot
+
+  '
+version_info: Initial Release
+data_path: data/chunk-{id}/episode_{id}.parquet
+video_path: videos/chunk-{id}/observation.images.cam_left_wrist_rgb/episode_{id}.mp{id}
+video_url: videos/chunk-000/observation.images.cam_head_rgb/episode_000000.mp4