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This work is mainly concerned with the so-called limit theory for mean-field games. Adopting the weak formulation paradigm put forward by Carmona and Lacker, we consider a fully non-Markovian setting allowing for drift control and…

概率论 · 数学 2023-12-25 Dylan Possamaï , Ludovic Tangpi

Here, we develop numerical methods for finite-state mean-field games (MFGs) that satisfy a monotonicity condition. MFGs are determined by a system of differential equations with initial and terminal boundary conditions. These non-standard…

数值分析 · 数学 2017-05-02 Diogo Gomes , Joao Saude

This paper introduces a notion of weak solution for the coupled system of master equations in mean field games with a major player. It extends the previously introduced notion of Lipschitz solutions in mean field games. By relying on a…

偏微分方程分析 · 数学 2026-03-17 Charles Meynard

Mean field Game (MFG) Partial Differential Inclusions (PDI) are generalizations of the system of Partial Differential Equations (PDE) of Lasry and Lions to situations where players in the game may have possibly nonunique optimal controls,…

最优化与控制 · 数学 2025-09-15 Yohance A. P. Osborne , Iain Smears

We present results of existence, regularity and uniqueness of solutions of the master equation associated with the mean field planning problem in the finite state space case, in the presence of a common noise. The results hold under…

偏微分方程分析 · 数学 2021-07-21 Charles Bertucci , Jean-Michel Lasry , Pierre-Louis Lions

We consider a mean-field game model where the cost functions depend on a fixed parameter, called \textit{state}, which is unknown to players. Players learn about the state from a a stream of private signals they receive throughout the game.…

最优化与控制 · 数学 2024-02-01 Eran Shmaya , Bruno Ziliotto

Mean field games is a recent area of study introduced by Lions and Lasry in a series of seminal papers in 2006. Mean field games model situations of competition between large number of rational agents that play non-cooperative dynamic games…

最优化与控制 · 数学 2011-03-18 Diogo A. Gomes , Joana Mohr , Rafael R. Souza

This paper presents recent results from Mean Field Game theory underlying the introduction of common noise that imposes to incorporate the distribution of the agents as a state variable. Starting from the usual mean field games equations…

最优化与控制 · 数学 2011-10-19 Olivier Guéant

We investigate time dependent, first order Mean Field Games on the torus comparing, in a broad and general framework, the classical differential formulation , given by a Hamilton Jacobi equation coupled with a continuity equation, with a…

偏微分方程分析 · 数学 2025-12-02 Antonio Siconolfi

We study a class of stochastic dynamic games that exhibit strategic complementarities between players; formally, in the games we consider, the payoff of a player has increasing differences between her own state and the empirical…

计算机科学与博弈论 · 计算机科学 2010-12-13 Sachin Adlakha , Ramesh Johari

We prove well-posedness of a class of kinetic-type Mean Field Games, which typically arise when agents control their acceleration. Such systems include independent variables representing the spatial position as well as velocity. We consider…

偏微分方程分析 · 数学 2024-03-20 David M. Ambrose , Megan Griffin-Pickering , Alpár R. Mészáros

The formulation of Mean Field Games (MFG) typically requires continuous differentiability of the Hamiltonian in order to determine the advective term in the Kolmogorov--Fokker--Planck equation for the density of players. However, in many…

数值分析 · 数学 2024-04-03 Yohance A. P. Osborne , Iain Smears

We study a class of local, first-order, stationary mean-field games (MFGs) on bounded domains with nonstandard mixed boundary conditions: prescribed inflow on $\Gamma_N$ and a relaxed Signorini-type exit condition on $\Gamma_D$…

偏微分方程分析 · 数学 2026-03-03 AbdulRahman M. Alharbi , Diogo Gomes

This paper develops a unified framework for proving the existence of solutions to stationary first-order mean-field games (MFGs) based on the theory of monotone operators in Banach spaces. We cast the coupled MFG system as a variational…

偏微分方程分析 · 数学 2026-03-17 Rita Ferreira , Diogo Gomes , Melih Ucer

In this work we discuss an Mean Field Games approach to traffic management on multi-lane roads. Such approach is particularly indicated to model self driven vehicles with perfect information of the domain. The mathematical interest of the…

最优化与控制 · 数学 2018-05-14 Adriano Festa , Simone Göttlich

This paper considers discounted infinite horizon mean field games by extending the probabilistic weak formulation of the game as introduced by Carmona and Lacker (2015). Under similar assumptions as in the finite horizon game, we prove…

最优化与控制 · 数学 2024-07-08 René Carmona , Ludovic Tangpi , Kaiwen Zhang

In this paper, we consider mean-field games where the interaction of each player with the mean-field takes into account not only the states of the players but also their collective behavior, To do so, we develop a random variable framework…

偏微分方程分析 · 数学 2015-06-23 Diogo A. Gomes , Vardan K. Voskanyan

This chapter examines monotonicity techniques in the theory of mean-field games(MFGs). Originally, monotonicity ideas were used to establish the uniqueness of solutions for MFGs. Later, monotonicity methods and monotone operators were…

偏微分方程分析 · 数学 2025-02-28 Rita Ferreira , Diogo Gomes , Teruo Tada

In his lectures at College de France, P.L. Lions introduced the concept of Master equation, see [5] for Mean Field Games. It is introduced in a heuristic fashion, from the system of partial differential equations, associated to a Nash…

偏微分方程分析 · 数学 2014-11-06 Alain Bensoussan , Jens Frehse , Phillip Yam

This paper studies the convergence of mean field games with finite state space to mean field games with a continuous state space. We examine a space discretization of a diffusive dynamics, which is reminiscent of the Markov chain…

最优化与控制 · 数学 2024-01-18 Charles Bertucci , Alekos Cecchin