Learning-Based Shielding for Safe Autonomy under Unknown Dynamics

Robert Reed, Morteza Lahijanian

Shielding is a common method used to guarantee the safety of a system under a black-box controller, such as a neural network controller from deep reinforcement learning (DRL), with…