Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning

Zida Wu, Mathieu Lauriere, Samuel Jia Cong Chua +3

Mean Field Games (MFGs) have the ability to handle large-scale multi-agent systems, but learning Nash equilibria in MFGs remains a challenging task. In this paper, we propose a dee…