Robust Model Predictive Shielding for Safe Reinforcement Learning with Stochastic Dynamics

Shuo Li, Osbert Bastani

This paper proposes a framework for safe reinforcement learning that can handle stochastic nonlinear dynamical systems. We focus on the setting where the nominal dynamics are known…