Towards Painless Policy Optimization for Constrained MDPs

Arushi Jain, Sharan Vaswani, Reza Babanezhad +2

We study policy optimization in an infinite horizon, $\gamma$-discounted constrained Markov decision process (CMDP). Our objective is to return a policy that achieves large expected rew…