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This note highlights a special class of mean field games in which the coefficients satisfy a convolution-type structural condition. A mean field game of this type with common noise is related to a certain mean field game without common…

概率论 · 数学 2014-09-26 Daniel Lacker , Kevin Webster

Here, we observe that mean-field game (MFG) systems admit a two-player infinite-dimensional general-sum differential game formulation. We show that particular regimes of this game reduce to previously known variational principles.…

偏微分方程分析 · 数学 2018-04-25 Marco Cirant , Levon Nurbekyan

Mean field games (MFGs) model equilibria in games with a continuum of weakly interacting players as limiting systems of symmetric $n$-player games. We consider the finite-state, infinite-horizon problem with ergodic cost. Assuming Markovian…

最优化与控制 · 数学 2025-03-25 Asaf Cohen , Ethan Zell

The theory of Mean-Field Games is interested in the behaviour of interacting particle systems in which the individual interaction between particles (players) decreases as the size of the population increases. In recent years, it was…

最优化与控制 · 数学 2024-01-23 Daniel Hernández-Hernández , Joshué Helí Ricalde-Guerrero

This paper investigates open-loop and feedback solutions of linear quadratic mean field (MF) games with a leader and a large number of followers. The leader first gives its strategy and then all the followers cooperate to optimize the…

最优化与控制 · 数学 2025-04-15 Bing-Chang Wang , Juanjuan Xu , Huanshui Zhang , Yong Liang

Here, we prove the existence of solutions to first-order mean-field games (MFGs) arising in optimal switching. First, we use the penalization method to construct approximate solutions. Then, we prove uniform estimates for the penalized…

偏微分方程分析 · 数学 2016-10-04 Diogo A. Gomes , Stefania Patrizi

This paper concerns the simultaneous effect of homogenization and of the small noise limit for a $2^{\textrm {nd}}$ order mean field games (MFG) system with local coupling and quadratic Hamiltonian. We show under some additional assumptions…

偏微分方程分析 · 数学 2024-03-12 Annalisa Cesaroni , Nicolas Dirr , Claudio Marchi

Forcing finite state mean field games by a relevant form of common noise is a subtle issue, which has been addressed only recently. Among others, one possible way is to subject the simplex valued dynamics of an equilibrium by a so-called…

概率论 · 数学 2021-11-03 Erhan Bayraktar , Alekos Cecchin , Asaf Cohen , François Delarue

In this paper, we consider Mean Field Games in the presence of common noise relaxing the usual independence assumption of individual random noise. We assume a simple linear model with terminal cost satisfying a convexity and a weak…

概率论 · 数学 2016-07-05 Saran Ahuja

The standard solution concept for stochastic games is Markov perfect equilibrium (MPE); however, its computation becomes intractable as the number of players increases. Instead, we consider mean field equilibrium (MFE) that has been…

理论经济学 · 经济学 2020-06-05 Bar Light , Gabriel Weintraub

In this paper, we prove the existence of classical solutions for second order stationary mean-field game systems. These arise in ergodic (mean-field) optimal control, convex degenerate problems in calculus of variations, and in the study of…

偏微分方程分析 · 数学 2015-03-24 Edgard A. Pimentel , Vardan Voskanyan

We investigate the resolution of second-order, potential, and monotone mean field games with the generalized conditional gradient algorithm, an extension of the Frank-Wolfe algorithm. We show that the method is equivalent to the fictitious…

最优化与控制 · 数学 2023-08-22 Pierre Lavigne , Laurent Pfeiffer

In this paper we study a class of matrix-valued linear-quadratic mean-field-type games for both the risk-neutral, risk-sensitive and robust cases. Non-cooperation, full cooperation and adversarial between teams are treated. We provide a…

最优化与控制 · 数学 2019-06-06 Julian Barreiro-Gomez , Tyrone E. Duncan , Hamidou Tembine

Here, we consider one-dimensional forward-forward mean-field games (MFGs) with congestion, which were introduced to approximate stationary MFGs. We use methods from the theory of conservation laws to examine the qualitative properties of…

偏微分方程分析 · 数学 2017-03-30 Diogo Gomes , Marc Sedjro

Mean-field games (MFGs) are models of large populations of rational agents who seek to optimize an objective function that takes into account their location and the distribution of the remaining agents. Here, we consider stationary MFGs…

偏微分方程分析 · 数学 2016-11-28 David Evangelista , Diogo A. Gomes

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

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 study an ergodic mean field game problem with state constraints. In our model the agents are affected by idiosyncratic noise and use a (singular) feedback control to prevent the Brownian motion from exiting the domain. We characterize…

偏微分方程分析 · 数学 2023-10-05 Alessio Porretta , Michele Ricciardi

In this manuscript, we study a class of linear-quadratic (LQ) mean field control problems with a common noise and their corresponding $N$-particle systems. The mean field control problems considered are not standard LQ mean field control…

最优化与控制 · 数学 2024-12-02 Mengzhen Li , Chenchen Mou , Zhen Wu , Chao Zhou

This paper is concerned with extending the notion of monotone solution to the mean field game (MFG) master equation to situations in which the coefficients are displacement monotone, instead of the previously introduced notion in the flat…

偏微分方程分析 · 数学 2025-09-08 Charles Meynard