Alexander W. Goodall

Safe Reinforcement Learning via Recovery-based Shielding with Gaussian Process Dynamics Models

This paper introduces a novel recovery-based shielding framework that enables safe RL with a provable safety lower bound for unknown and non-linear continuous dynamical systems.