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

Santhosh GS, Ananya Ravi, Devika Jay +5

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 spe…