Evaluation Metrics for Safe Reinforcement Learning

Lindsay Spoor, Aske Plaat, Thomas Moerland

Safe reinforcement learning (RL) is commonly formalized as a Constrained Markov Decision Process (CMDP), in which an agent maximizes expected reward while keeping its expected cumu…