Error estimates of a theta-scheme for second-order mean field games

JF Bonnans, K Liu, L Pfeiffer - ESAIM: Mathematical Modelling and …, 2023 - esaim-m2an.org
We introduce and analyze a new finite-difference scheme, relying on the theta-method, for
solving monotone second-order mean field games. These games consist of a coupled …

Minimal solutions of master equations for extended mean field games

C Mou, J Zhang - Journal de Mathématiques Pures et Appliquées, 2024 - Elsevier
In an extended mean field game the vector field governing the flow of the population can be
different from that of the individual player at some mean field equilibrium. This new class …

Approximation of deterministic mean field games with control-affine dynamics

J Gianatti, FJ Silva - Foundations of Computational Mathematics, 2023 - Springer
We consider deterministic mean field games where the dynamics of a typical agent is non-
linear with respect to the state variable and affine with respect to the control variable …

On Lipschitz solutions of mean field games master equations

C Bertucci, JM Lasry, PL Lions - Journal of Functional Analysis, 2024 - Elsevier
We develop a theory of existence and uniqueness of solutions of MFG master equations
when the initial condition is Lipschitz continuous. Namely, we show that as long as the …

[PDF][PDF] Deep learning solutions to master equations for continuous time heterogeneous agent macroeconomic models

Z Gu, M Lauriere, S Merkel, J Payne - 2023 - jepayne.github.io
We propose and compare new global solution algorithms for continuous time
heterogeneous agent economies with aggregate shocks. First, we approximate the state …

Global Solutions to Master Equations for Continuous Time Heterogeneous Agent Macroeconomic Models

Z Gu, M Laurière, S Merkel, J Payne - arXiv preprint arXiv:2406.13726, 2024 - arxiv.org
We propose and compare new global solution algorithms for continuous time
heterogeneous agent economies with aggregate shocks. First, we approximate the agent …

Synchronization Games

F Höfer, HM Soner - arXiv preprint arXiv:2402.08842, 2024 - arxiv.org
We propose a new mean-field game model with two states to study synchronization
phenomena, and we provide a comprehensive characterization of stationary and dynamic …

Noise through an additional variable for mean field games master equation on finite state space

C Bertucci, C Meynard - arXiv preprint arXiv:2402.05635, 2024 - arxiv.org
This paper provides a mathematical study of the well-posedness of master equation on finite
state space involving terms modelling common noise. In this setting, the solution of the …

Finite State Mean Field Games

E Zell - 2024 - deepblue.lib.umich.edu
Mean field games (MFGs) approximate large-player, symmetric games through their
equilibrium concept, the mean field equilibrium (MFE), and their dynamics. In an MFG, a …

Numerical analysis and methods for mean-field-type optimization problems

K Liu - 2023 - theses.hal.science
This thesis deals with the numerical analysis and methods for optimization problems and
potential games involving a large number of agents. We consider asymptotic models …