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We consider a symmetric $n$-player nonzero-sum stochastic differential game with controlled jumps and mean-field type interaction among the players. Each player minimizes some expected cost by affecting the drift as well as the jump part of…

概率论 · 数学 2018-05-14 Chiara Benazzoli , Luciano Campi , Luca Di Persio

This paper proposes and studies a class of discrete-time finite-time-horizon Stackelberg mean-field games, with one leader and an infinite number of identical and indistinguishable followers. In this game, the objective of the leader is to…

最优化与控制 · 数学 2022-10-11 Xin Guo , Anran Hu , Jiacheng Zhang

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

For a class of finite horizon first order mean field games and associated N-player games, we give a simple proof of convergence of symmetric N-player Nash equilibria in distributed open-loop strategies to solutions of the mean field game in…

最优化与控制 · 数学 2019-03-11 Markus Fischer , Francisco J. Silva

The theory of mean field games is a tool to understand noncooperative dynamic stochastic games with a large number of players. Much of the theory has evolved under conditions ensuring uniqueness of the mean field game Nash equilibrium.…

最优化与控制 · 数学 2019-03-19 Bruce Hajek , Michael Livesay

Mean Field Games (MFG) theory describes strategic interactions in differential games with a large number of small and indistinguishable players. Traditionally, the players' control impacts only the drift term in the system's dynamics,…

偏微分方程分析 · 数学 2024-07-31 Vincenzo Ignazio , Michele Ricciardi

This paper studies singular mean field control problems and singular mean field stochastic differential games. Both sufficient and necessary conditions for the optimal controls and for the Nash equilibrium are obtained. Under some…

最优化与控制 · 数学 2014-06-10 Yaozhong Hu , Bernt Øksendal , Agnès Sulem

Competitive games involving thousands or even millions of players are prevalent in real-world contexts, such as transportation, communications, and computer networks. However, learning in these large-scale multi-agent environments presents…

最优化与控制 · 数学 2025-02-04 Batuhan Yardim , Semih Cayci , Niao He

In this paper we formulate the now classical problem of optimal liquidation (or optimal trading) inside a Mean Field Game (MFG). This is a noticeable change since usually mathematical frameworks focus on one large trader in front of a…

交易与市场微观结构 · 定量金融 2017-09-22 Pierre Cardaliaguet , Charles-Albert Lehalle

We study mean field portfolio games with consumption. For general market parameters, we establish a one-to-one correspondence between Nash equilibria of the game and solutions to some FBSDE, which is proved to be equivalent to some BSDE.…

数理金融 · 定量金融 2022-12-08 Guanxing Fu

Here, we examine a mean-field game (MFG) that models the economic growth of a population of non-cooperative rational agents. In this MFG, agents are described by two state variables - the capital and consumer goods they own. Each agent…

偏微分方程分析 · 数学 2019-07-26 Diogo Gomes , Laurent Lafleche , Levon Nurbekyan

We propose and investigate a general class of discrete time and finite state space mean field game (MFG) problems with potential structure. Our model incorporates interactions through a congestion term and a price variable. It also allows…

最优化与控制 · 数学 2023-03-07 J. Frédéric Bonnans , Pierre Lavigne , Laurent Pfeiffer

This paper investigates a class of linear-quadratic-Gaussian risk-sensitive graphon mean-field games, involving an asymptotically infinite population of heterogeneous agents distributed across an asymptotically infinite network, where each…

最优化与控制 · 数学 2026-04-28 Tian Chen , Minyi Huang

In this article we study the convergence of the Nash Equilibria in a N-player differential game towards the optimal strategies in the Mean Field Games, when the dynamic of the generic player includes a reflection process which guarantees…

偏微分方程分析 · 数学 2022-03-16 Michele Ricciardi

This article introduces a novel mean-field game model for multi-sector economic growth in which a dynamically evolving externality, influenced by the collective actions of agents, plays a central role. Building on classical growth theories…

最优化与控制 · 数学 2026-05-05 Pierre Lavigne , Quentin Petit , Xavier Warin

This paper studies a class of stationary mean-field games of singular stochastic control with regime-switching. The representative agent adjusts the dynamics of a Markov-modulated It\^o-diffusion via a two-sided singular stochastic control…

最优化与控制 · 数学 2024-12-31 Jodi Dianetti , Giorgio Ferrari , Ioannis Tzouanas

This paper studies the connection between a class of mean-field games and a social welfare optimization problem. We consider a mean-field game in function spaces with a large population of agents, and each agent seeks to minimize an…

最优化与控制 · 数学 2018-02-15 Sen Li , Wei Zhang , Lin Zhao

The mean field games (MFG) theory has broad application in mathematical modeling of social phenomena. The Mean Field Games System (MFGS) is the key to the MFG theory. This is a system of two nonlinear parabolic partial differential…

偏微分方程分析 · 数学 2024-02-26 Michael V. Klibanov , Jingzhi Li , Hongyu Liu

We consider deterministic mean field games where the dynamics of a typical agent is non-linear with respect to the state variable and affine with respect to the control variable. Particular instances of the problem considered here are mean…

最优化与控制 · 数学 2022-12-21 Justina Gianatti , Francisco J. Silva

This paper studies approximate solutions to large-scale linear quadratic stochastic games with homogeneous nodal dynamics parameters and heterogeneous network couplings within the graphon mean field game framework in [2]-[4]. A graphon…

系统与控制 · 电气工程与系统科学 2021-10-22 Shuang Gao , Peter E. Caines , Minyi Huang