Mean field games and applications: Numerical aspects

Y Achdou, P Cardaliaguet, F Delarue, A Porretta… - Mean Field Games …, 2020 - Springer
The theory of mean field games aims at studying deterministic or stochastic differential
games (Nash equilibria) as the number of agents tends to infinity. Since very few mean field …

Mean field games models—a brief survey

DA Gomes, J Saúde - Dynamic Games and Applications, 2014 - Springer
The mean-field framework was developed to study systems with an infinite number of
rational agents in competition, which arise naturally in many applications. The systematic …

[图书][B] Probabilistic theory of mean field games with applications I-II

R Carmona, F Delarue - 2018 - Springer
The lion's share of this chapter is devoted to the construction of equilibria for mean field
games with a common noise. We develop a general two-step strategy for the search of weak …

[图书][B] Regularity theory for mean-field game systems

DA Gomes, EA Pimentel, V Voskanyan - 2016 - Springer
This book brings together several recent developments on the regularity theory for mean-
field game systems. We detail several classes of methods and present a concise overview of …

Weak solutions to Fokker–Planck equations and mean field games

A Porretta - Archive for Rational Mechanics and Analysis, 2015 - Springer
We deal with systems of PDEs, arising in mean field games theory, where viscous Hamilton–
Jacobi and Fokker–Planck equations are coupled in a forward-backward structure. We …

Turnpike in optimal control of PDEs, ResNets, and beyond

B Geshkovski, E Zuazua - Acta Numerica, 2022 - cambridge.org
The turnpike property in contemporary macroeconomics asserts that if an economic planner
seeks to move an economy from one level of capital to another, then the most efficient path …

An introduction to mean field game theory

Y Achdou, P Cardaliaguet, F Delarue, A Porretta… - Mean Field Games …, 2020 - Springer
These notes are an introduction to Mean Field Game (MFG) theory, which models differential
games involving infinitely many interacting players. We focus here on the Partial Differential …

Long time versus steady state optimal control

A Porretta, E Zuazua - SIAM Journal on Control and Optimization, 2013 - SIAM
This paper analyzes the convergence of optimal control problems for an evolution equation
in a finite time-horizon 0,T toward the limit steady state ones as T→∞. We focus on linear …

Mean field games systems of first order

P Cardaliaguet, PJ Graber - ESAIM: Control, Optimisation and …, 2015 - esaim-cocv.org
We consider a first-order system of mean field games with local coupling in the deterministic
limit. Under general structure conditions on the Hamiltonian and coupling, we prove …

Proximal methods for stationary mean field games with local couplings

LM Briceno-Arias, D Kalise, FJ Silva - SIAM Journal on Control and …, 2018 - SIAM
We address the numerical approximation of mean field games with local couplings. For
power-like Hamiltonians, we consider a stationary system and also a system involving …