Provably Optimal Reinforcement Learning under Safety Filtering

Donggeon David Oh, Duy P. Nguyen, Haimin Hu +2

Recent advances in reinforcement learning (RL) enable its use on increasingly complex tasks, but the lack of formal safety guarantees still limits its application in safety-critica…