Deep Learning for Mean Field Games with non-separable Hamiltonians

Mouhcine Assouli, Badr Missaoui

This paper introduces a new method based on Deep Galerkin Methods (DGMs) for solving high-dimensional stochastic Mean Field Games (MFGs). We achieve this by using two neural networ…