Provable Policy Gradient Methods for Average-Reward Markov Potential Games

Min Cheng, Ruida Zhou, P. R. Kumar +1

We study Markov potential games under the infinite horizon average reward criterion. Most previous studies have been for discounted rewards. We prove that both algorithms based on…