ProSh: Probabilistic Shielding for Model-free Reinforcement Learning

Edwin Hamel-De le Court, Gaspard Ohlmann, Francesco Belardinelli

Safety is a major concern in reinforcement learning (RL): we aim at developing RL systems that not only perform optimally, but are also safe to deploy by providing formal guarantee…