Sarper Aydin

Networked Policy Gradient Play in Markov Potential Games

We propose a networked policy gradient play algorithm for solving Markov potential games. In a Markov game, each agent has a reward function that depends on the actions of all the agents and a common dynamic state. A differentiable Markov potential game admits a potential value function that has loc…