Model-free Reinforcement Learning for Robust Locomotion using Demonstrations from Trajectory Optimization

Miroslav Bogdanovic, Majid Khadiv, Ludovic Righetti

We present a general, two-stage reinforcement learning approach to create robust policies that can be deployed on real robots without any additional training using a single demonst…