Learning Humanoid Walking

Learning Humanoid Walking

Training humanoid locomotion with RL

Description

Teaching a bipedal humanoid to walk with hand-written gait controllers is complex and fiddly. This project trains humanoid locomotion with reinforcement learning using MuJoCo and PPO.

It supports robots like Cassie and JVRC-1 with complete training environments and policy code.

Features



RL:PPO.

MuJoCo:Physics.

Robots:Cassie and JVRC.

Environments:Ready.