CSPO: Constraint-Sensitive Policy Optimization for Safe Reinforcement Learning

Ayoub Belouadah, Sylvain Kubler, Yves Le Traon

Safe reinforcement learning (Safe RL) aims to maximize expected return while satisfying safety constraints, typically modeled as Constrained Markov Decision Processes (CMDPs). Whil…