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相关论文: An ergodic problem for Mean Field Games: qualitati…

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We develop the counterpart of weak KAM theory for potential mean field games. This allows to describe the long time behavior of time-dependent potential mean field game systems. Our main result is the existence of a limit, as time tends to…

偏微分方程分析 · 数学 2019-07-08 Pierre Cardaliaguet , Marco Masoero

Mean field games models describing the limit of a large class of stochastic differential games, as the number of players goes to $+\infty$, have been introduced by J.-M. Lasry and P.-L. Lions. We use a change of variables to transform the…

数值分析 · 数学 2011-06-17 Olivier Guéant

Mean field games are limit models for symmetric $N$-player games with interaction of mean field type as $N\to\infty$. The limit relation is often understood in the sense that a solution of a mean field game allows to construct approximate…

概率论 · 数学 2017-05-29 Markus Fischer

We study the homogenization properties in the small viscosity limit and in periodic environments of the (viscous) backward-forward mean-field games system. We consider separated Hamiltonians and provide results for systems with (i)…

偏微分方程分析 · 数学 2019-09-11 Pierre-Louis Lions , Panagiotis E. Souganidis

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

We study the short-time existence and uniqueness of solutions to a coupled system of partial differential equations arising in mean field game theory. It has the generic form $$ \left\{ \begin{array}{c} -\partial_t u - \Delta u +…

偏微分方程分析 · 数学 2015-03-27 Philip Jameson Graber

We consider stationary viscous Mean-Field Games systems in the case of local, decreasing and unbounded coupling. These systems arise in ergodic mean-field game theory, and describe Nash equilibria of games with a large number of agents…

偏微分方程分析 · 数学 2016-02-16 Marco Cirant

We consider Mean Field Games without idiosyncratic but with Brownian type common noise. We introduce a notion of solutions of the associated backward-forward system of stochastic partial differential equations. We show that the solution…

偏微分方程分析 · 数学 2020-09-28 Pierre Cardaliaguet , Panagiotis Souganidis

Mean-field games (MFGs) are models for large populations of competing rational agents that seek to optimize a suitable functional. In the case of congestion, this functional takes into account the difficulty of moving in high-density areas.…

偏微分方程分析 · 数学 2017-10-05 David Evangelista , Rita Ferreira , Diogo A. Gomes , Levon Nurbekyan , Vardan Voskanyan

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

We study the forward-backward system of stochastic partial differential equations describing a mean field game for a large population of small players subject to both idiosyncratic and common noise. The unique feature of the problem is that…

偏微分方程分析 · 数学 2025-01-14 Pierre Cardaliaguet , Benjamin Seeger , Panagiotis Souganidis

This paper studies the limits of empirical means of open-loop Nash equilibria of linear-quadratic stochastic differential games as the number of players goes to infinity, when the corresponding mean field game is of potential type and may…

概率论 · 数学 2026-02-27 Alekos Cecchin , Jodi Dianetti

We consider second-order ergodic Mean-Field Games systems in the whole space $\mathbb{R}^N$ with coercive potential and aggregating nonlocal coupling, defined in terms of a Riesz interaction kernel. These MFG systems describe Nash…

偏微分方程分析 · 数学 2023-05-01 Chiara Bernardini , Annalisa Cesaroni

We address the problem of existence and (non-)uniqueness of solutions $\big(c,u(\cdot),\mu\big)$ to ergodic mean-field games in the whole space $\mathbb{R}^{m}$ with unbounded and merely measurable data, and for non-separable Hamiltonian.…

偏微分方程分析 · 数学 2023-11-09 Hicham Kouhkouh

We investigate the existence of solutions to viscous ergodic Mean Field Games systems in bounded domains with Neumann boundary conditions and local, possibly aggregative couplings. In particular we exploit the associated variational…

偏微分方程分析 · 数学 2023-01-30 Marco Cirant , Alessandro Cosenza , Gianmaria Verzini

We address the numerical approximation of Mean Field Games with local couplings. For power-like Hamiltonians, we consider both unconstrained and constrained stationary systems with density constraints in order to model hard congestion…

最优化与控制 · 数学 2019-02-08 L. M. Briceño-Arias , D. Kalise , F. J. Silva

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

In this paper, we characterize the asymptotic behavior of a first-order stationary mean-field game (MFG) with a logarithm coupling, a quadratic Hamiltonian, and a periodically oscillating potential. This study falls into the realm of the…

偏微分方程分析 · 数学 2019-05-07 Rita Ferreira , Diogo Gomes , Xianjin Yang

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

We consider stochastic mean field games for which the state space is a network. In the ergodic case, they are described by a system coupling a Hamilton-Jacobi-Bellman equation and a Fokker-Planck equation, whose unknowns are the invariant…

偏微分方程分析 · 数学 2018-05-30 Yves Achdou , Manh-Khang Dao , Olivier Ley , Nicoletta Tchou