Efficiently Learning Robust Torque-based Locomotion Through Reinforcement with Model-Based Supervision

Yashuai Yan, Tobias Egle, Christian Ott +1

We propose a control framework that integrates model-based bipedal locomotion with residual reinforcement learning (RL) to achieve robust and adaptive walking in the presence of re…