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This paper studies the convergence problem for mean field games with common noise. We define a suitable notion of weak mean field equilibria, which we prove captures all subsequential limit points, as $n\to\infty$, of closed-loop…

概率论 · 数学 2022-08-22 Daniel Lacker , Luc Le Flem

Mean field games model equilibria in games with a continuum of players as limiting systems of symmetric $n$-player games with weak interaction between the players. We consider a finite-state, infinite-horizon problem with two cost criteria:…

偏微分方程分析 · 数学 2022-11-17 Asaf Cohen , Ethan Zell

This work considers stochastic differential games with a large number of players, whose costs and dynamics interact through the empirical distribution of both their states and their controls. We develop a new framework to prove convergence…

概率论 · 数学 2022-03-24 Mathieu Laurière , Ludovic Tangpi

We formulate a stochastic game of mean field type where the agents solve optimal stopping problems and interact through the proportion of players that have already stopped. Working with a continuum of agents, typical equilibria become…

最优化与控制 · 数学 2017-12-01 Marcel Nutz

In this paper, we address an instance of uniquely solvable mean-field game with a common noise whose corresponding counterpart without common noise has several equilibria. We study the selection problem for this mean-field game without…

概率论 · 数学 2018-08-29 François Delarue , Rinel Foguen Tchuendom

The objective of this paper is to analyze the existence of equilibria for a class of deterministic mean field games of controls. The interaction between players is due to both a congestion term and a price function which depends on the…

最优化与控制 · 数学 2022-01-19 Joseph Frédéric Bonnans , Justina Gianatti , Laurent Pfeiffer

This paper focuses on exploring the convergence properties of a generic player's trajectory and empirical measures in an N-player Linear-Quadratic-Gaussian Nash game, where Brownian motion serves as the common noise. The study establishes…

概率论 · 数学 2023-07-04 Jiamin Jian , Qingshuo Song , Jiaxuan Ye

This paper studies multidimensional mean field games with common noise and the related system of McKean-Vlasov forward-backward stochastic differential equations deriving from the stochastic maximum principle. We first propose some…

概率论 · 数学 2022-12-26 Jodi Dianetti

We study a mean-field game of optimal stopping and investigate the existence of strong solutions via a connection with the Bank-El Karoui's representation problem. Under certain continuity assumptions, where the common noise is generated by…

最优化与控制 · 数学 2025-07-28 Giorgio Ferrari , Anna Pajola

We study the convergence problem for mean field games with common noise and controlled volatility. We adopt the strategy recently put forth by Lauri\`ere and the second author, using the maximum principle to recast the convergence problem…

概率论 · 数学 2023-10-20 Joe Jackson , Ludovic Tangpi

We develop a probabilistic framework to approximate Nash equilibria in symmetric $N$-player games in the large population regime, via the analysis of associated mean field games (MFGs). The approximation is achieved through the analysis of…

概率论 · 数学 2026-04-27 Ludovic Tangpi , Nizar Touzi

This paper establishes the existence of equilibria result of a class of mean field games with singular controls. The interaction takes place through both states and controls. A relaxed solution approach is used. To circumvent the tightness…

最优化与控制 · 数学 2022-05-10 Guanxing Fu

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

In this paper we study a mean field model for discrete time, finite number of states, dynamic games. These models arise in situations that involve a very large number of agents moving from state to state according to certain optimality…

最优化与控制 · 数学 2009-03-10 Diogo A. Gomes , Joana Mohr , Rafael R. Souza

We present a simpler proof of the existence of equilibria for a class of mean field games with common noise, where players interact through the conditional law given the current value of the common noise rather than its entire path. By…

概率论 · 数学 2025-11-04 Ludovic Tangpi , Shichun Wang

In this paper, we consider the mean field game with a common noise and allow the state coefficients to vary with the conditional distribution in a nonlinear way. We assume that the cost function satisfies a convexity and a weak monotonicity…

最优化与控制 · 数学 2021-05-26 Ziyu Huang , Shanjian Tang

We formulate a mean field game where each player stops a privately observed Brownian motion with absorption. Players are ranked according to their level of stopping and rewarded as a function of their relative rank. There is a unique mean…

最优化与控制 · 数学 2021-03-09 Marcel Nutz , Yuchong Zhang

We provide an abstract framework for submodular mean field games and identify verifiable sufficient conditions that allow to prove existence and approximation of strong mean field equilibria in models where data may not be continuous with…

最优化与控制 · 数学 2022-01-21 Jodi Dianetti , Giorgio Ferrari , Markus Fischer , Max Nendel

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

We study mean field games and corresponding $N$-player games in continuous time over a finite time horizon where the position of each agent belongs to a finite state space. As opposed to previous works on finite state mean field games, we…

概率论 · 数学 2018-02-01 Alekos Cecchin , Markus Fischer