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相关论文: Finite State Mean Field Games with Common Shocks

200 篇论文

In this paper, we study the long-time behavior of mean field game (MFG) systems influenced by a common noise. While classical results establish the convergence of deterministic MFG towards stationary solutions under suitable monotonicity…

偏微分方程分析 · 数学 2025-09-23 Pierre Cardaliaguet , Raphaël Maillet , Wenbin Yan

We consider mean field games with ergodic cost in the framework of a general discrete time controlled Markov processes. The state space of the processes is given by a general $\sigma$-compact Polish space. Under certain conditions, we show…

概率论 · 数学 2015-11-02 Anup Biswas

Mean field games allow to describe tractable models of dynamic games with a continuum of players, explicit interaction and heterogeneous states. Thus, these models are of great interest for socio-economic applications. A particular class of…

最优化与控制 · 数学 2020-10-20 Berenice Anne Neumann

In the framework of continuous time symmetric stochastic differential games in open loop strategies, we introduce a generalization of mean field game solution, called coarse correlated solution. This can be seen as the analogue of a coarse…

概率论 · 数学 2024-12-20 Luciano Campi , Federico Cannerozzi , Markus Fischer

The goal of this paper is to show existence of short-time classical solutions to the so called Master Equation of \emph{first order} Mean Field Games, which can be thought of as the limit of the corresponding master equation of a stochastic…

偏微分方程分析 · 数学 2019-08-20 Sergio Mayorga

This paper is concerned with the study of mean field games master equations involving an additional variable modelling common noise. We address cases in which the dynamics of this variable can depend on the state of the game, which requires…

偏微分方程分析 · 数学 2024-12-18 Charles Meynard , Charles Bertucci

The objective of this work is to study the existence, uniqueness, and stability of equilibria in mean field games involving a major player and a continuum of minor players over finite intervals of arbitrary length. Following earlier…

最优化与控制 · 数学 2025-01-07 Francois Delarue , Chenchen Mou

In this paper, we investigate a class of mean field games where the mean field interactions are achieved through the joint (conditional) distribution of the controlled state and the control process. The strategies are of $open\;loop$ type,…

概率论 · 数学 2021-08-05 Mao Fabrice Djete

In this paper, we investigate the robustness of stationary mean-field equilibria in the presence of model uncertainties, specifically focusing on infinite-horizon discounted cost functions. To achieve this, we initially establish…

系统与控制 · 电气工程与系统科学 2026-04-10 Uğur Aydın , Naci Saldi

We consider a class of mean field games in which the agents interact through both their states and controls, and we focus on situations in which a generic agent tries to adjust her speed (control) to an average speed (the average is made in…

偏微分方程分析 · 数学 2020-03-10 Y Achdou , Z Kobeissi

Mean-field games have been studied under the assumption of very large number of players. For such large systems, the basic idea consists to approximate large games by a stylized game model with a continuum of players. The approach has been…

计算机科学与博弈论 · 计算机科学 2014-04-08 Hamidou Tembine

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

In this paper, we consider a class of linear quadratic extended mean field games (MFGs) with common noises where the state coefficients and the cost functional vary with the mean field term in a nonlinear way. Based on stochastic maximum…

最优化与控制 · 数学 2023-11-08 Tianjiao Hua , Peng Luo

The goal of the paper is to develop the theory of finite state mean field games with major and minor players when the state space of the game is finite. We introduce the finite player games and derive a mean field game formulation in the…

概率论 · 数学 2016-10-19 Rene Carmona , Peiqi Wang

We introduce a mean field model for optimal holding of a representative agent of her peers as a natural expected scaling limit from the corresponding $N-$agent model. The induced mean field dynamics appear naturally in a form which is not…

最优化与控制 · 数学 2022-04-05 Mao Fabrice Djete , Nizar Touzi

We investigate an infinite-horizon time-inconsistent mean-field game (MFG) in a discrete time setting. We first present a classic equilibrium for the MFG and its associated existence result. This classic equilibrium aligns with the…

最优化与控制 · 数学 2024-09-13 Erhan Bayraktar , Zhenhua Wang

We present a new notion of solution for mean field games master equations. This notion allows us to work with solutions which are merely continuous. We prove first results of uniqueness and stability for such solutions. It turns out that…

偏微分方程分析 · 数学 2020-07-24 Charles Bertucci

In this paper, we address linear-quadratic-Gaussian (LQG) risk-sensitive mean field games (MFGs) with common noise. In this framework agents are exposed to a common noise and aim to minimize an exponential cost functional that reflects…

最优化与控制 · 数学 2024-03-07 Xin Yue Ren , Dena Firoozi

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

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