Alternating the Population and Control Neural Networks to Solve High-Dimensional Stochastic Mean-Field Games

Alex Tong Lin, Samy Wu Fung, Wuchen Li +2

We present APAC-Net, an alternating population and agent control neural network for solving stochastic mean field games (MFGs). Our algorithm is geared toward high-dimensional inst…