Probabilistic Counterexample Guidance for Safer Reinforcement Learning (Extended Version)

Xiaotong Ji, Antonio Filieri

Safe exploration aims at addressing the limitations of Reinforcement Learning (RL) in safety-critical scenarios, where failures during trial-and-error learning may incur high costs…