CORE-RL: Confidence-Oriented Reliability Evaluation of Black-Box Reinforcement Learning Policies.

arXiv:2610.04418v1 Announce Type: new Abstract: The deployment of Reinforcement Learning (RL) agents in critical domains must be preceded with a pipeline to evaluate the alignment of the RL agent with complex multi-objective specifications and robustness under