Accelerated Primal-Dual Policy Optimization for Safe Reinforcement Learning

Qingkai Liang, Fanyu Que, Eytan Modiano

Constrained Markov Decision Process (CMDP) is a natural framework for reinforcement learning tasks with safety constraints, where agents learn a policy that maximizes the long-term…