Initialization-driven neural generation and training for high-dimensional optimal control and first-order mean field games

Mouhcine Assouli, Justina Gianatti, Badr Missaoui +1

This paper first introduces a method to approximate the value function of high-dimensional optimal control by neural networks. Based on the established relationship between Pontrya…