Mean field games models—a brief survey

DA Gomes, J Saúde - Dynamic Games and Applications, 2014 - Springer
The mean-field framework was developed to study systems with an infinite number of
rational agents in competition, which arise naturally in many applications. The systematic …

[图书][B] Regularity theory for mean-field game systems

DA Gomes, EA Pimentel, V Voskanyan - 2016 - Springer
This book brings together several recent developments on the regularity theory for mean-
field game systems. We detail several classes of methods and present a concise overview of …

Mean-field-type games in engineering

B Djehiche, A Tcheukam, H Tembine - arXiv preprint arXiv:1605.03281, 2016 - arxiv.org
A mean-field-type game is a game in which the instantaneous payoffs and/or the state
dynamics functions involve not only the state and the action profile but also the joint …

A mean-field game of evacuation in multilevel building

B Djehiche, A Tcheukam… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper puts forward a simple mean-field game that captures some of the key dynamic
features of crowd and pedestrian flows in multilevel building evacuations. It considers both …

Minimal-time mean field games

G Mazanti, F Santambrogio - Mathematical Models and Methods in …, 2019 - World Scientific
This paper considers a mean field game model inspired by crowd motion where agents want
to leave a given bounded domain through a part of its boundary in minimal time. Each agent …

Mean-field game analysis of crowd evacuation using the Cristiani-Santo-Menci method

R Yano, H Kuroda - Physical Review E, 2023 - APS
In this paper, we investigate the crowd evacuation from a room on the basis of the mean field
game theory. In particular, effects of the predictability of pedestrians on the evacuation …

Nonsmooth mean field games with state constraints

SS Arjmand, G Mazanti - ESAIM: Control, Optimisation and Calculus …, 2022 - esaim-cocv.org
In this paper, we consider a mean field game model inspired by crowd motion where agents
aim to reach a closed set, called target set, in minimal time. Congestion phenomena are …

Behavior near walls in the mean-field approach to crowd dynamics

A Aurell, B Djehiche - SIAM Journal on Applied Mathematics, 2020 - SIAM
This paper introduces a system of SDEs of mean-field type that models pedestrian motion.
The system lets the pedestrians spend time at and move along walls by means of sticky …

Multipopulation minimal-time mean field games

SS Arjmand, G Mazanti - SIAM Journal on Control and Optimization, 2022 - SIAM
In this paper, we consider a mean field game model inspired by crowd motion in which
several interacting populations evolving in \mathbbmR^d aim at reaching given target sets in …

Exponential integrators for mean-field selective optimal control problems

G Albi, M Caliari, E Calzola, F Cassini - arXiv preprint arXiv:2302.00127, 2023 - arxiv.org
In this paper we consider mean-field optimal control problems with selective action of the
control, where the constraint is a continuity equation involving a non-local term and diffusion …