cagataydev2026cc-by-4.0-generated-with-nvidia-isaac

Unitree G1 humanoid rough-terrain locomotion (Isaac Lab, recorded with strands-robots)

A PPO policy trained in NVIDIA Isaac Lab walks the 37-DoF Unitree G1 humanoid over procedurally generated rough terrain while tracking commanded base velocity. Rollouts were recorded as a LeRobot v3 dataset with 12 episodes of 6000 frames at 50 fps.

Downloads76
Episodes12
Hours0.0333

Technical Profile

Modalities
rgbproprioception
Robot Embodiments
Unitree G1humanoid
Action Space
37-DoF: 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
Environment
simulation
Task Types
locomotionrough-terrain
Episodes
12
Total Hours
0.0333
Data Format
LeRobot
License
cc-by-4.0-generated-with-nvidia-isaac
Part of the Unitree G1 humanoid rough-terrain locomotion (Isaac Lab, recorded with strands-robots) family

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