Policy Gradient Algorithms in Average-Reward Multichain MDPs

Jongmin Lee, Ernest K. Ryu

While there is an extensive body of research analyzing policy gradient methods for discounted cumulative-reward MDPs, prior work on policy gradient methods for average-reward MDPs…