xSRL: Safety-Aware Explainable Reinforcement Learning -- Safety as a Product of Explainability

Risal Shahriar Shefin, Md Asifur Rahman, Thai Le +1

Reinforcement learning (RL) has shown great promise in simulated environments, such as games, where failures have minimal consequences. However, the deployment of RL agents in real…