AIDRC Seminar Series - Pierre-Louis Lions

Title:

Computations, neural nets and Mean Field Games

Abstract:

In this talk, we briefly discuss various topics concerning numerical computations, the use of neural nets and the connections with Mean Field Games.
We shall address some (extreme !) mathematical models of "Deep Neural Nets" and their connections with Mean Field Games.
And we shall report on some preliminary work on the numerical resolution of Mean Field Games via neural nets.

("joint" presentation with Jean-Michel LASRY)