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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

It is well known that the monotonicity condition, either in Lasry-Lions sense or in displacement sense, is crucial for the global well-posedness of mean field game master equations, as well as for the uniqueness of mean field equilibria and…

概率论 · 数学 2022-11-24 Chenchen Mou , Jianfeng Zhang

Mean field limits are an important tool in the context of large-scale dynamical systems, in particular, when studying multiagent and interacting particle systems. While the continuous-time theory is well-developed, few works have considered…

系统与控制 · 电气工程与系统科学 2023-12-12 Christian Fiedler , Michael Herty , Sebastian Trimpe

Empirically derived continuum models of collective behavior among large populations of dynamic agents are a subject of intense study in several fields, including biology, engineering and finance. We formulate and study a mean-field game…

适应与自组织系统 · 物理学 2018-06-22 Piyush Grover , Kaivalya Bakshi , Evangelos A. Theodorou

This paper is devoted to the study of the long time behavior of Nash equilibria in Mean Field Games within the framework of displacement monotonicity. We first show that any two equilibria defined on the time horizon $[0,T]$ must be close…

最优化与控制 · 数学 2025-11-07 Marco Cirant , Alpár R. Mészáros

Given a large number of homogeneous players that are distributed across three possible states, we consider the problem in which these players have to control their transition rates, while minimizing a cost. The optimal transition rates are…

系统与控制 · 计算机科学 2018-02-13 Leonardo Stella , Dario Bauso

In this paper we unveil novel monotonicity conditions applicable for Mean Field Games through the exploration of finite dimensional $canonical\ transformations$. Our findings contribute to establishing new global well-posedness results for…

偏微分方程分析 · 数学 2026-01-14 Mohit Bansil , Alpár R. Mészáros

In this work, we study a class of stationary mean-field games of singular stochastic control under model uncertainty. The representative agent adjusts the dynamics of an It\^o diffusion via one-sided singular stochastic control, aiming to…

最优化与控制 · 数学 2025-05-14 Giorgio Ferrari , Ioannis Tzouanas

This paper establishes an equilibrium existence result for a class of Mean Field Games involving Reflected Stochastic Differential Equations. The proof relies on the framework of relaxed controls and martingale problems.

概率论 · 数学 2026-03-09 Imane Jarni , Ayoub Laayoun , Badr Missaoui

In this paper, we consider a class of mean field games in which the optimal strategy of a representative agent depends on the statistical distribution of the states and controls. We prove some existence results for the forward-backward…

偏微分方程分析 · 数学 2020-07-13 Z Kobeissi

We analyse fully nonlinear second-order mean field games (MFG) with nondifferentiable Hamiltonians, which take the form of a coupled system of a fully nonlinear Hamilton-Jacobi-Bellman equation and a Kolmogorov-Fokker-Planck partial…

偏微分方程分析 · 数学 2025-11-18 Thomas Sales , Iain Smears

This paper investigates an indefinite linear-quadratic partially observed mean-field game with common noise, incorporating both state-average and control-average effects. In our model, each agent's state is observed through both individual…

最优化与控制 · 数学 2025-08-05 Tian Chen , Tianyang Nie , Zhen Wu

In this paper, we consider a mean field game model inspired by crowd motion in which several interacting populations evolving in $\mathbb R^d$ aim at reaching given target sets in minimal time. The movement of each agent is described by a…

最优化与控制 · 数学 2022-08-16 Saeed Sadeghi Arjmand , Guilherme Mazanti

The kinetic field theory is developed without assumptions of statistical homogeneity and isotropy. In a solvable toy model with short-ranged interactions, we compare first-order perturbation theory to an iterated mean-field approximation…

宇宙学与河外天体物理 · 物理学 2025-09-03 Matthias Bartelmann , James Stokes

A replicator dynamic for non-exchangeable agents in a continuous action space is formulated and its well-posedness is proven in a space of probability measures. The non-exchangeability allows for the analysis of evolutionary games involving…

最优化与控制 · 数学 2025-11-24 H. Yoshioka , M. Tsujimura , T. Tanaka

This paper develops a new approach to small time local attainability of smooth manifolds of any dimension, possibly with boundary and to prove H\"older continuity of the minimum time function. We give explicit pointwise conditions of any…

最优化与控制 · 数学 2023-04-21 Pierpaolo Soravia

This paper introduces and analyses some models in the framework of Mean Field Games describing interactions between two populations motivated by the studies on urban settlements and residential choice by Thomas Schelling. For static games,…

偏微分方程分析 · 数学 2016-07-18 Yves Achdou , Martino Bardi , Marco Cirant

We consider a class of optimal control problems that arise in connection with optimal advertising under uncertainty. Two main features appear in the model: a delay in the control variable driving the state dynamics; a mean-field term both…

最优化与控制 · 数学 2024-03-04 Michele Ricciardi , Mauro Rosestolato

This paper considers a class of mean field linear-quadratic-Gaussian (LQG) games with model uncertainty. The drift term in the dynamics of the agents contains a common unknown function. We take a robust optimization approach where a…

最优化与控制 · 数学 2017-01-03 Jianhui Huang , Minyi Huang

This paper is devoted to path-dependent kinetics equations arising, in particular, from the analysis of the coupled backward - forward systems of equations of mean field games. We present local well-posedness, global existence and some…

概率论 · 数学 2013-03-25 Vassili Koloklotsov , Wei Yang