Robotics
ONNX
LeRobot
rsl_rl
isaaclab
isaac-sim
strands-robots
reinforcement-learning
ppo
unitree-g1
humanoid
locomotion
rough-terrain
Eval Results (legacy)
Instructions to use cagataydev/strands-isaaclab-g1-rough-policy with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use cagataydev/strands-isaaclab-g1-rough-policy 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
Download record.json from cagataydev/strands-isaaclab-g1-rough-policy: direct link, hf CLI and curl.
- Browser
- Download file 4.71 kB
-
https://huggingface.co/cagataydev/strands-isaaclab-g1-rough-policy/resolve/main/record.json
- Command line
-
hf download hf://cagataydev/strands-isaaclab-g1-rough-policy/record.json
-
curl -L -o record.json https://huggingface.co/cagataydev/strands-isaaclab-g1-rough-policy/resolve/main/record.json
4.71 kB
| { | |
| "task": "Isaac-Velocity-Rough-G1", | |
| "checkpoint": "runs/c1_g1_rough_physx/logs/rsl_rl/g1_rough/2026-09-29_04-08-33_isaaclab-20260929-040828-b56afb4da6e9/model_1499.pt", | |
| "episodes_requested": 12, | |
| "frames": 500, | |
| "overrides": [ | |
| "physics=isaacsim_physx" | |
| ], | |
| "cam": "chase", | |
| "cam_name": "chase", | |
| "res": [ | |
| 320, | |
| 240 | |
| ], | |
| "play_mode": true, | |
| "seed": 7, | |
| "cmd": "/home/ubuntu/strands-robots-isaac-test/isaaclab-research/.venv/bin/python examples/record_trained_policy.py --task Isaac-Velocity-Rough-G1 --checkpoint runs/c1_g1_rough_physx/logs/rsl_rl/g1_rough/2026-09-29_04-08-33_isaaclab-20260929-040828-b56afb4da6e9/model_1499.pt --episodes 12 --frames 500 --cam chase --override physics=isaacsim_physx --task_str walk over rough terrain following the commanded base velocity --robot_type unitree_g1 --root rec/g1-rough/ds --repo_id cagataydev/strands-isaaclab-g1-rough", | |
| "actor_obs_groups": [ | |
| "policy" | |
| ], | |
| "joint_names": [ | |
| "left_hip_pitch_joint", | |
| "right_hip_pitch_joint", | |
| "torso_joint", | |
| "left_hip_roll_joint", | |
| "right_hip_roll_joint", | |
| "left_shoulder_pitch_joint", | |
| "right_shoulder_pitch_joint", | |
| "left_hip_yaw_joint", | |
| "right_hip_yaw_joint", | |
| "left_shoulder_roll_joint", | |
| "right_shoulder_roll_joint", | |
| "left_knee_joint", | |
| "right_knee_joint", | |
| "left_shoulder_yaw_joint", | |
| "right_shoulder_yaw_joint", | |
| "left_ankle_pitch_joint", | |
| "right_ankle_pitch_joint", | |
| "left_elbow_pitch_joint", | |
| "right_elbow_pitch_joint", | |
| "left_ankle_roll_joint", | |
| "right_ankle_roll_joint", | |
| "left_elbow_roll_joint", | |
| "right_elbow_roll_joint", | |
| "left_five_joint", | |
| "left_three_joint", | |
| "left_zero_joint", | |
| "right_five_joint", | |
| "right_three_joint", | |
| "right_zero_joint", | |
| "left_six_joint", | |
| "left_four_joint", | |
| "left_one_joint", | |
| "right_six_joint", | |
| "right_four_joint", | |
| "right_one_joint", | |
| "left_two_joint", | |
| "right_two_joint" | |
| ], | |
| "action_names": [ | |
| "joint_pos.left_hip_pitch_joint", | |
| "joint_pos.right_hip_pitch_joint", | |
| "joint_pos.torso_joint", | |
| "joint_pos.left_hip_roll_joint", | |
| "joint_pos.right_hip_roll_joint", | |
| "joint_pos.left_shoulder_pitch_joint", | |
| "joint_pos.right_shoulder_pitch_joint", | |
| "joint_pos.left_hip_yaw_joint", | |
| "joint_pos.right_hip_yaw_joint", | |
| "joint_pos.left_shoulder_roll_joint", | |
| "joint_pos.right_shoulder_roll_joint", | |
| "joint_pos.left_knee_joint", | |
| "joint_pos.right_knee_joint", | |
| "joint_pos.left_shoulder_yaw_joint", | |
| "joint_pos.right_shoulder_yaw_joint", | |
| "joint_pos.left_ankle_pitch_joint", | |
| "joint_pos.right_ankle_pitch_joint", | |
| "joint_pos.left_elbow_pitch_joint", | |
| "joint_pos.right_elbow_pitch_joint", | |
| "joint_pos.left_ankle_roll_joint", | |
| "joint_pos.right_ankle_roll_joint", | |
| "joint_pos.left_elbow_roll_joint", | |
| "joint_pos.right_elbow_roll_joint", | |
| "joint_pos.left_five_joint", | |
| "joint_pos.left_three_joint", | |
| "joint_pos.left_zero_joint", | |
| "joint_pos.right_five_joint", | |
| "joint_pos.right_three_joint", | |
| "joint_pos.right_zero_joint", | |
| "joint_pos.left_six_joint", | |
| "joint_pos.left_four_joint", | |
| "joint_pos.left_one_joint", | |
| "joint_pos.right_six_joint", | |
| "joint_pos.right_four_joint", | |
| "joint_pos.right_one_joint", | |
| "joint_pos.left_two_joint", | |
| "joint_pos.right_two_joint" | |
| ], | |
| "action_dim": 37, | |
| "fps": 50, | |
| "step_dt": 0.02, | |
| "env_build_s": 15.3, | |
| "policy_obs_dim": 310, | |
| "jit_vs_rslrl_max_abs": 4.76837158203125e-07, | |
| "debug": [ | |
| { | |
| "f": 0, | |
| "cam_pos_w0": [ | |
| -8.184968948364258, | |
| -18.778873443603516, | |
| 0.6072597503662109 | |
| ], | |
| "root_pos_w0": [ | |
| -7.736516952514648, | |
| -16.171875, | |
| 0.039183735847473145 | |
| ] | |
| }, | |
| { | |
| "f": 1, | |
| "cam_pos_w0": [ | |
| -8.184968948364258, | |
| -18.778873443603516, | |
| 0.6072597503662109 | |
| ], | |
| "root_pos_w0": [ | |
| -7.737313270568848, | |
| -16.17579460144043, | |
| 0.042795781046152115 | |
| ] | |
| }, | |
| { | |
| "f": 10, | |
| "cam_pos_w0": [ | |
| -8.184968948364258, | |
| -18.778873443603516, | |
| 0.6072597503662109 | |
| ], | |
| "root_pos_w0": [ | |
| -7.767470359802246, | |
| -16.210617065429688, | |
| -0.0008312761783599854 | |
| ] | |
| } | |
| ], | |
| "policy_ms_per_step_all_envs": 4.83, | |
| "env_ms_per_step": 27.63, | |
| "playback_envs": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3 | |
| ], | |
| "cam_mean": 179.01184027777776, | |
| "record_s": 32.9, | |
| "episodes_saved": 12, | |
| "kept_envs": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4, | |
| 5, | |
| 6, | |
| 7, | |
| 8, | |
| 9, | |
| 10, | |
| 11 | |
| ], | |
| "episode_len": [ | |
| 500, | |
| 500, | |
| 500, | |
| 500, | |
| 500, | |
| 500, | |
| 500, | |
| 500, | |
| 500, | |
| 500, | |
| 500, | |
| 500 | |
| ], | |
| "episode_return": [ | |
| 23.342, | |
| 23.206, | |
| 25.391, | |
| 21.502, | |
| 23.993, | |
| 24.544, | |
| 20.105, | |
| 23.345, | |
| 17.664, | |
| 23.895, | |
| 24.471, | |
| 22.742 | |
| ], | |
| "episode_end": [ | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames", | |
| "frames" | |
| ], | |
| "mean_return": 22.85, | |
| "total_frames": 6000, | |
| "total_wall_s": 80.9 | |
| } |