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| pretty_name: HumanoidMotion — Astra Navigation Demonstrations | |
| language: | |
| - zh | |
| - en | |
| tags: | |
| - robotics | |
| - video | |
| - humanoid | |
| - mujoco | |
| - motion-imitation | |
| <!-- G1_GROUND_ARM_20261025_START --> | |
| <a id="g1-ground-arm-20261025"></a> | |
| # 更新:地面 reaching 手臂姿态优化 | |
| 左臂自然收拢,减少后举与过度屈肘;两腕保持接近中立。保持阶段左腕 pitch 平均绝对角度从 57.7° 降至 0.0°,右腕 yaw 从 87.8° 降至 0.1°。撤回路径补上避碰余量。 | |
| 下面两列**均为实际 MuJoCo 执行**,左为优化前,右为优化后;相同场景、机器人和时间轴,1× 播放。完整任务重新通过验收,原成果保留在后文。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_arm_v6_20261025/videos/ground_reach/arm_before_after.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_arm_v6_20261025/videos/ground_reach/arm_before_after.mp4"></video> | |
| [打开手臂优化前后对比](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_arm_v6_20261025/videos/ground_reach/arm_before_after.mp4) | |
| 沿用原视频的 **G1 原生末端,无 Inspire 手指**。移除旧垫块,半径 5.5 cm 的红球直接放地面,桌子和原绕障路线不变。 | |
| 完整 33.48 s 实际 MuJoCo 执行通过本轮任务、动力学和运动质量验收;无跌倒、无障碍接触、无非足部撑地。无根部辅助力或执行中传送,电机限幅未改。 | |
| 这是 **腕部 reaching**,不是抓起或搬运;腕部保持最大误差 3.63 cm,实际末端碰撞表面与球面保持阶段间距 1.69–2.61 cm。不宣称真实接触或抓握,未做扰动鲁棒性验收。 | |
| 三列:旧的垫高目标任务参考 / 新的地面目标参考 / 实际仿真。左列是之前生成的机器人参考,不是人体原始录制。**1× 实时播放**。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_arm_v6_20261025/videos/ground_reach/task_detail.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_arm_v6_20261025/videos/ground_reach/comparison.mp4"></video> | |
| [完整对照视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_arm_v6_20261025/videos/ground_reach/comparison.mp4) · [桌下实际执行近景](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_arm_v6_20261025/videos/ground_reach/detail.mp4) · [详细报告](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/g1_ground_arm_v6_20261025/REPORT.zh-CN.md) · [独立验收](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/g1_ground_arm_v6_20261025/cases/ground_reach/ground_delivery_audit.json) | |
| 观看权限保持人工审批,获批后登录观看;旧实验全部保留。 | |
| <!-- G1_GROUND_ARM_20261025_END --> | |
| <!-- G1_GROUND_REACH_20261025_START --> | |
| <a id="g1-ground-reach-20261025"></a> | |
| # 新增:绕障 → 下蹲触达桌下地面目标 → 撤回起身 | |
| 沿用原视频的 **G1 原生末端,无 Inspire 手指**。移除旧垫块,半径 5.5 cm 的红球直接放地面,桌子和原绕障路线不变。 | |
| 完整 33.48 s 实际 MuJoCo 执行通过本轮任务、动力学和运动质量验收;无跌倒、无障碍接触、无非足部撑地。无根部辅助力或执行中传送,电机限幅未改。 | |
| 这是 **腕部 reaching**,不是抓起或搬运;腕部保持最大误差 3.60 cm,实际末端碰撞表面与球面保持阶段间距 1.26–2.61 cm。不宣称真实接触或抓握,未做扰动鲁棒性验收。 | |
| 三列:旧的垫高目标任务参考 / 新的地面目标参考 / 实际仿真。左列是之前生成的机器人参考,不是人体原始录制。**1× 实时播放**。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_reach_v8_20261025/videos/ground_reach/task_detail.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_reach_v8_20261025/videos/ground_reach/comparison.mp4"></video> | |
| [完整对照视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_reach_v8_20261025/videos/ground_reach/comparison.mp4) · [桌下实际执行近景](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/g1_ground_reach_v8_20261025/videos/ground_reach/detail.mp4) · [详细报告](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/g1_ground_reach_v8_20261025/REPORT.zh-CN.md) · [独立验收](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/g1_ground_reach_v8_20261025/cases/ground_reach/ground_delivery_audit.json) | |
| 观看权限保持人工审批,获批后登录观看;旧实验全部保留。 | |
| <!-- G1_GROUND_REACH_20261025_END --> | |
| <!-- TERRAIN_SCENE_V3_20261025_START --> | |
| <a id="terrain-scene-v3-20261025"></a> | |
| # 最新结果 · 完整场景动作优化(2026-10-25) | |
| **4 条完整轨迹均通过本轮名义参数 MuJoCo 任务、动力学及运动质量验收:无跌倒、无障碍接触,完整执行。** | |
| 本轮允许联合调整场景与动作:门槛为 4.8/6.0 cm、低梁净空为 1.20 m;桌面 reaching 后移站位并调整桌子,桌下 reaching 调整桌沿位置。原有碰撞体保留,机器人质量、惯量、关节范围与电机限幅未改,没有根部辅助力或传送。 | |
| 桌面保持阶段的平均腕部 pitch 从约 74° 降至 5.5°,最大腕部目标误差 1.22 cm。低梁下改为躯干前倾、减少屈膝;G1 没有独立颈部关节。 | |
| **适用范围:** reaching 是腕部到达与保持,未加灵巧手,未验证抓取、抬起或搬运。车间与庭院共享一段参考的刚体迁移,不能算两种独立技能泛化。未新增摩擦、质量或初态扰动验证。 | |
| 视频按 **1× 实时**播放,动作时序修改后重新仿真,非单纯视频快放。完整任务三列为源 guide、生成参考、实际 MuJoCo 执行;guide 不等于该任务的原始人体录制。桌面 reaching 为姿态先验与约束 IK,桌下参考 NX1 squat 参数。 | |
| [详细报告](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/terrain_scene_motion_v3_20261025/REPORT.zh-CN.md) · [独立验收](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/terrain_scene_motion_v3_20261025/full_task_delivery_audit.json) · [合格清单](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/terrain_scene_motion_v3_20261025/accepted_data_manifest.json) | |
| 24 个候选中,9 个参考阶段剔除,15 个进入实际仿真;最终选出 4 条。候选工作进程耗时累计 651.78 s,最终展示渲染累计 473.25 s;不是端到端耗时,不含编程分析。逐候选 token 未计量。旧版失败实验和之前的 10 个导航场景继续保留在下方。 | |
| **观看权限仍为人工审批:申请通过后,登录获批的 Hugging Face 账号观看。** | |
| ## 车间:跨两道门槛 → 绕障 → 过低梁 → 到达(38.90 s) | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/workshop_upright/task_detail.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/workshop_upright/comparison.mp4"></video> | |
| [打开视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/workshop_upright/comparison.mp4) · [下载 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/workshop_upright/comparison.mp4?download=true) | |
| ## 庭院:跨两道门槛 → 绕障 → 过棚架 → 到达(38.90 s) | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/garden_upright/task_detail.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/garden_upright/comparison.mp4"></video> | |
| [打开视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/garden_upright/comparison.mp4) · [下载 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/garden_upright/comparison.mp4?download=true) | |
| ## 绕障后桌面 reaching → 撤手(29.88 s) | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/tabletop_final/preview_0597.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/tabletop_final/comparison.mp4"></video> | |
| [打开视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/tabletop_final/comparison.mp4) · [下载 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/tabletop_final/comparison.mp4?download=true) | |
| ## 绕障后桌下 reaching → 撤手起身(33.46 s) | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/under_table_final/preview_0669.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/under_table_final/comparison.mp4"></video> | |
| [打开视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/under_table_final/comparison.mp4) · [下载 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/under_table_final/comparison.mp4?download=true) | |
| ## 手臂优化前后:两侧均为实际仿真 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/arm_before_after/comparison.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/arm_before_after/comparison.mp4"></video> | |
| [打开视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/arm_before_after/comparison.mp4) · [下载 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_scene_motion_v3_20261025/videos/arm_before_after/comparison.mp4?download=true) | |
| <!-- TERRAIN_SCENE_V3_20261025_END --> | |
| # HumanoidMotion · Astra 人形机器人长轨迹避障 | |
| **10 个室内外场景,完整展示源步态 → 场景适配参考 → MuJoCo 实际执行。** | |
| 本仓库采用 **人工审批访问**。请先登录 Hugging Face 并申请访问;获批后,保持登录状态,点击下方播放器即可观看,也可以使用每条视频的“直接观看 MP4”链接。README 的文字介绍公开可见;视频、截图和指标文件需要访问授权。 | |
| 视频为完整时间轴、实时速度,H.264 / yuv420p,1344 × 414,20 fps。右列带场景俯视小窗。 | |
| 本仓库当前发布的是 **10 条实验展示视频与验收指标**,不是机器人训练权重或完整训练轨迹数据集。机器人是原生 G1,未安装 Inspire 灵巧手;任务以绕障、侧身、降低身体通过和到达停稳为主,不包含抓取。 | |
| ## 实验结果 | |
| 5 个室内、5 个室外场景;每条 52–69 秒、路线约 14.7–17.8 米。首次 **8/10** 通过全部验收,另外 2 条各修复一次步频后通过;最终 **10/10** 通过本轮参考准入、任务、动力学及实际运动质量验收。保留 12 次候选的结果,失败没有从统计中删除。 | |
| | 场景 | 时长 s | 路线 m | 候选数 | 终点误差 cm | 最终验收 | | |
| |---|---:|---:|---:|---:|---| | |
| | 办公室桌椅绕行 | 52.20 | 14.74 | 1 | 5.6 | 通过 | | |
| | 书架通道斜身通过 | 63.04 | 15.39 | 1 | 5.7 | 通过 | | |
| | 车间低管线绕行 | 63.04 | 15.25 | 1 | 5.1 | 通过 | | |
| | 大厅座椅连续绕行 | 56.84 | 16.79 | 1 | 5.9 | 通过 | | |
| | 仓储货架组合通道 | 62.00 | 15.98 | 2 | 5.1 | 通过 | | |
| | 花园花坛曲线路径 | 56.84 | 16.66 | 1 | 5.5 | 通过 | | |
| | 广场长椅与立柱 | 59.96 | 17.84 | 1 | 5.1 | 通过 | | |
| | 庭院低横梁通过 | 63.04 | 15.58 | 1 | 5.9 | 通过 | | |
| | 施工围挡组合避障 | 60.64 | 17.21 | 2 | 5.5 | 通过 | | |
| | 校园树池与窄通道 | 69.24 | 17.56 | 1 | 5.6 | 通过 | | |
| ## 室内场景 | |
| ### 01 · 办公室桌椅绕行 | |
| 52.20 秒 · 14.74 米 · 1 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/01_office.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/01_office.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/01_office.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/01_office.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/01_office.json) | |
| ### 02 · 书架通道斜身通过 | |
| 63.04 秒 · 15.39 米 · 1 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/02_library.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/02_library.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/02_library.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/02_library.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/02_library.json) | |
| ### 03 · 车间低管线绕行 | |
| 63.04 秒 · 15.25 米 · 1 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/03_workshop.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/03_workshop.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/03_workshop.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/03_workshop.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/03_workshop.json) | |
| ### 04 · 大厅座椅连续绕行 | |
| 56.84 秒 · 16.79 米 · 1 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/04_lobby.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/04_lobby.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/04_lobby.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/04_lobby.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/04_lobby.json) | |
| ### 05 · 仓储货架组合通道 | |
| 62.00 秒 · 15.98 米 · 2 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/05_warehouse.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/05_warehouse.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/05_warehouse.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/05_warehouse.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/05_warehouse.json) | |
| ## 室外场景 | |
| ### 06 · 花园花坛曲线路径 | |
| 56.84 秒 · 16.66 米 · 1 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/06_garden.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/06_garden.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/06_garden.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/06_garden.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/06_garden.json) | |
| ### 07 · 广场长椅与立柱 | |
| 59.96 秒 · 17.84 米 · 1 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/07_plaza.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/07_plaza.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/07_plaza.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/07_plaza.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/07_plaza.json) | |
| ### 08 · 庭院低横梁通过 | |
| 63.04 秒 · 15.58 米 · 1 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/08_courtyard.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/08_courtyard.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/08_courtyard.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/08_courtyard.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/08_courtyard.json) | |
| ### 09 · 施工围挡组合避障 | |
| 60.64 秒 · 17.21 米 · 2 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/09_construction.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/09_construction.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/09_construction.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/09_construction.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/09_construction.json) | |
| ### 10 · 校园树池与窄通道 | |
| 69.24 秒 · 17.56 米 · 1 次候选 · 最终通过任务、动力学与运动质量验收。 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/images/10_campus.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/10_campus.mp4"></video> | |
| [▶ 直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/10_campus.mp4) · [下载视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/videos/10_campus.mp4?download=true) · [验收与重试记录](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/metrics/10_campus.json) | |
| ## 动作如何衔接 | |
| 输入为 `walk2_subject4.npz` 中第 266–333 帧的一段 G1 步态周期。左列循环回放这段源姿态,并展开根位移;不是原始人体 RGB,也不是另外检索到的侧身/下蹲动作。 | |
| 生成器使用连续的共享步态相位驱动路线进度;弯道缩短步幅,侧身时改变身体朝向、横移脚距并收臂,低横梁下提前降低根高度,离开后恢复。相邻阶段通过空间权重平滑过渡,支撑脚固定在世界坐标,脚的朝向只在摆动期更换,腿部 IK 加入上一帧预测约束。没有按任务段重置仿真,也没有把失败段用参考动画补上。 | |
| 本次修复了此前“支撑脚固定但根仍前进很远”的问题;增加参考准入,参考碰障碍、自碰过深、足底或足部 IK 不合格时不会进入 tracker。横移试跑又暴露出交叉步和手部擦墙:缩短横向步长、增加左右落脚间距、调整收臂后解决。低位通行通过缩短步长、调整落脚位置和降低幅度来减少踝关节极限问题。 | |
| 仓储和施工场景首次物理执行均完整且没有碰障碍,但转入侧身的部分 1 秒窗口仅推进约 2–4 cm,未通过现有反原地踏步筛查。修复只改变动作时序/步频,没有移动家具、扩大通道或放宽阈值;所有重试均重新生成、参考检查和完整物理执行。 | |
| ## 验收口径和证据 | |
| - 参考:200 Hz 离散插值几何检查,无障碍穿透;足底最低 ≥ −4 mm,自碰深度 ≤ 10 mm,足部 IK 最大误差 ≤ 30 mm,关节速度 ≤ 15 rad/s。离散检查不是数学上的连续无碰撞证明。 | |
| - 实际:ScaleBFM 控制 G1 浮动基座,MuJoCo 2 ms 接触积分,50 Hz 保存状态。检查全程完成、不摔倒、无禁止障碍接触、无非足部撑地和力矩上限;另检查固定路线、实际推进、终点、朝向和停稳。 | |
| - 运动质量沿用既有验收:实际足底 ≥ −8 mm,以及关节范围、速度、自碰、跟踪、接触滑动等。允许数毫米数值接触穿透,不能说足底严格零穿透。每条选中候选及重试的数值见本仓库 `metrics/`。 | |
| - 本轮使用原生 G1 的手部几何,**没有 Inspire 灵巧手**;不包括 reaching、抓取或搬运。 | |
| - 本地交付审计独立核对场景哈希、实际轨迹来源、完整时间轴、根位移、视频哈希及参考/实际的显示索引。MP4 为 H.264/yuv420p,20 fps,1344×414,已逐帧解码检查。 | |
| ## 成本 | |
| 生产批次含重试,各候选阶段耗时累计:生成 233.95 s;参考检查 68.74 s;tracker 279.23 s;评估 37.10 s;候选总墙钟时间之和 629.18 s。候选并行运行,所以这些累计时间不能当作端到端等待时间相加。 | |
| 首次 10 条批次实际墙钟时间为 156.86 s;单条候选及重试阶段耗时见 `metrics/`。最终 10 条渲染任务耗时之和 1993.33 s,渲染也并行进行。计入初版和改进视角的全部 16 次渲染,任务耗时之和为 3230.89 s,未把被替换的画面成本隐藏。前期独立试跑保留 12 次记录,累计候选耗时 389.84 s,另计于生产成本之外;人工分析/编辑时间没有完整计时。生成和仿真程序没有调用 LLM API;本次交互式开发的精确 token 消耗不可从这些运行日志获得。 | |
| ## 这批验证支持什么结论 | |
| 支持:在这 10 个设计场景和给定路线中,周期行走可经接触相位、落脚、姿态和时序适配,形成约一分钟的连续绕障、侧身、降身与停步序列,并被当前 tracker 在 MuJoCo 中执行。 | |
| 尚不支持:自动读任意场景后规划任务、从无标签动作库自动选技能、任意多技能拼接、任意窄度或低净空、复杂台阶和崎岖地形、跨机器人泛化或真机可靠性。本批场景和路线由程序显式配置,是开发演示集,未做独立场景留出或扰动稳定性统计。姿态及步态仍是工程化适配;数值通过不等于动作自然度已完美。 | |
| ## 阅读和编辑 | |
| 仓库保留人工审批。访客登录并提交访问申请,由所有者审批;获批后使用同一账号登录即可观看。仓库所有者可在 Files and versions 中打开 README.md 编辑展示内容。视频与指标清单见 [manifest.json](manifest.json)。请勿在链接或 README 中填写访问密钥。 | |
| 本批为 2026-10-24 的开发演示实验。使用的行走先验来自 LAFAN1-G1;本仓库未重新分发原始动作库、机器人资产、控制器权重或上游代码。 | |
| <!-- TERRAIN_REACH_20261025_START --> | |
| <a id="terrain-reach-20261025"></a> | |
| # 2026-10-25 · 门槛、低横梁与 reaching 边界实验 | |
| **本批 0/4 通过严格联合验收。以下是研究与失败案例展示,不能作为合格训练数据。** | |
| 新增 2 个含门槛/低横梁的导航场景,以及桌面、桌下 reaching 场景。共 35 次候选、17 次实际候选仿真,另有 1 次 QP 对照。选出的 4 条均有完整实际执行;未通过的原因见下表。仓库继续保留人工审批,获批后登录即可播放。 | |
| | 场景 | 当前结果 | | |
| |---|---| | |
| | 车间:6/7 cm 门槛、1.14 m 横梁 | 完整执行,但仍有门槛接触和推进筛查失败 | | |
| | 庭院:8/9 cm 门槛、1.11 m 棚架 | 完整执行,但接触、路线及运动质量未全部通过 | | |
| | 绕障后桌面 reaching | 保持误差 1.63 cm;约 0.04 mm 腕端浅接触导致零意外接触验收失败 | | |
| | 绕障后下蹲桌下 reaching | 保持误差 5.15 cm,且头部有桌沿接触 | | |
| [详细实验报告](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/terrain_reach_20261025/REPORT.zh-CN.md) · [交付审计](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/experiments/terrain_reach_20261025/delivery_verification.json) | |
| 使用 native G1,未安装 Inspire 灵巧手。reaching 检测右腕位置,物体固定;未验证抓取或搬运。左列为源动作/参数参考,中列为新参考,右列为真实 MuJoCo 执行。旧 10 个场景的交付内容保留。 | |
| ## 车间门槛与低横梁 · 未通过 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/01_workshop/task_keyframe.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/01_workshop/comparison.mp4"></video> | |
| [直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/01_workshop/comparison.mp4) · [下载](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/01_workshop/comparison.mp4?download=true) | |
| ## 庭院门槛与低棚架 · 未通过 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/02_garden/task_keyframe.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/02_garden/comparison.mp4"></video> | |
| [直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/02_garden/comparison.mp4) · [下载](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/02_garden/comparison.mp4?download=true) | |
| ## 绕障后桌面触达 · 未通过 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/03_tabletop/task_keyframe.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/03_tabletop/comparison.mp4"></video> | |
| [直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/03_tabletop/comparison.mp4) · [下载](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/03_tabletop/comparison.mp4?download=true) | |
| ## 绕障后下蹲桌下触达 · 未通过 | |
| <video controls playsinline preload="none" width="100%" poster="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/04_under_table/task_keyframe.jpg" src="https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/04_under_table/comparison.mp4"></video> | |
| [直接观看 MP4](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/04_under_table/comparison.mp4) · [下载](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/resolve/main/experiments/terrain_reach_20261025/videos/04_under_table/comparison.mp4?download=true) | |
| <!-- TERRAIN_REACH_20261025_END --> | |
| <!-- GRAIL_COMPLEX10_20261026 --> | |
| ## 新实验:GRAIL 原生 G1,10 个复杂场景 | |
| [打开完整报告与全部视频](https://huggingface.co/datasets/WiserZhou/HumanoidMotion/blob/main/GRAIL_COMPLEX10_20261026.zh-CN.md)。包含动力学验收、成功/失败区分、参考与实际执行、侧视及俯视;使用 GRAIL 原生手型,人工审批权限保持不变。 | |