Robotics
LeRobot
Safetensors
act
imitation-learning
reinforcement-learning
grpo
mujoco
bimanual
roboeval
hybird-control
Instructions to use Sa74ll/LocalModels-ACT-bimanual with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use Sa74ll/LocalModels-ACT-bimanual with LeRobot:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
File size: 2,773 Bytes
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"family": "StackTwoBlocks",
"variation": "PositionAndOrientation",
"env_name": "StackTwoBlocksPositionAndOrientation",
"episode_index": 2,
"seed": 1002,
"policy_seed": 0,
"control_frequency": 20,
"max_steps": 400,
"steps": 72,
"termination": "success",
"error": null,
"sim_time_s": 3.6,
"wall_time_s": 1.6843559741973877,
"raw": {
"completion_time": 1.681919813156128,
"slip_count": 0,
"slip_count_per_object": {
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},
"env_collision_count": 0,
"self_collision_count": 0,
"task_stage_reached": {
"1": true,
"2": true,
"3": true
},
"subtask_progress": 1.0,
"target_distance": {
"block_0-gripper_Left": 0.13801200498949603,
"block_0-gripper_Right": 0.20230743465298687,
"block_1-gripper_Left": 0.0979289699768821,
"block_1-gripper_Right": 0.17891152557885043,
"cube 1 lift distance": 0.00013601197373747098,
"cube 2 lift distance": 0.04013133696914273,
"inter-block distance": 0.040454532832293354
},
"success": 1.0,
"cartesian_path_length": {
"left": 0.7397914907509499,
"right": 0.5358142267060345
},
"total_cartesian_path_length": 1.2756057174569844,
"avg_cartesian_path_length": 0.6378028587284922,
"joint_path_length": {
"left": 2.7091173973472746,
"right": 2.004526908267622
},
"total_joint_path_length": 4.7136443056148964,
"avg_joint_path_length": 2.3568221528074482,
"orientation_path_length": {
"left": 0.1578291610263812,
"right": 0.4201210250217517
},
"total_orientation_path_length": 0.5779501860481329,
"avg_orientation_path_length": 0.28897509302406643,
"avg_cartesian_jerk": {
"left": 14.698188585154346,
"right": 11.251836545778376
},
"rms_cartesian_jerk": {
"left": 19.69045121307932,
"right": 17.203806617667528
},
"avg_joint_jerk": {
"left": 60.836466967289816,
"right": 50.47974858453796
},
"rms_joint_jerk": {
"left": 82.38408115288662,
"right": 80.74925179606642
},
"bimanual_arm_velocity_difference": 0.3957461241073618,
"bimanual_gripper_vertical_difference": 0.030876692836727695,
"overall_avg_cartesian_jerk": 12.975012565466361,
"overall_rms_cartesian_jerk": 18.488980922603034,
"overall_avg_joint_jerk": 55.65810777591389,
"overall_rms_joint_jerk": 81.5707622038373,
"task_success": 1.0
},
"metrics": {
"success": 1.0,
"tp": 1.0,
"bavd": 0.3957461241073618,
"bgvd": 0.030876692836727695,
"cpl": 1.2756057174569844,
"ct": 3.6,
"ecc": 0.0,
"jpl": 4.7136443056148964,
"mcj": 12.975012565466361,
"mjj": 55.65810777591389,
"opl": 0.5779501860481329,
"scc": 0.0,
"sc": 0.0,
"tl": 72.0
},
"actions_file": "episode_2.npz",
"actions_sha256": "acb3c8b3beb9fd126eb2103dc8124c4075a9777490f951a277abbbe37c6d4e49"
} |