Neural Mean-Field Games: Extending Mean-Field Game Theory with Neural Stochastic Differential Equations

Anna C. M. Thöni, Yoram Bachrach, Tal Kachman

Mean-field game theory relies on approximating games that are intractable to model due to a very large to infinite population of players. While these kinds of games can be solved a…