Independent Policy Mirror Descent for Markov Potential Games: Scaling to Large Number of Players

Pragnya Alatur, Anas Barakat, Niao He

Markov Potential Games (MPGs) form an important sub-class of Markov games, which are a common framework to model multi-agent reinforcement learning problems. In particular, MPGs in…