Philémon Brakel

Learning Coordinated Terrain-Adaptive Locomotion by Imitating a Centroidal Dynamics Planner

We propose a simple imitation learning procedure for learning locomotion controllers that can walk over very challenging terrains. We use trajectory optimization (TO) to produce a large dataset of trajectories over procedurally generated terrains and use Reinforcement Learning (RL) to imitate these…