RL-Augmented MPC for Non-Gaited Legged and Hybrid Locomotion

Andrea Patrizi, Carlo Rizzardo, Arturo Laurenzi +3

We propose a contact-explicit hierarchical architecture coupling Reinforcement Learning (RL) and Model Predictive Control (MPC), where a high-level RL agent provides gait and navig…