Learning safety in model-based Reinforcement Learning using MPC and Gaussian Processes

Filippo Airaldi, Bart De Schutter, Azita Dabiri

We propose a method to encourage safety in Model Predictive Control (MPC)-based Reinforcement Learning (RL) via Gaussian Process (GP) regression. This framework consists of 1) a pa…