A Survey on Mean-Field Game for Dynamic Management and Control in Space-Air-Ground Network

Y Wang, C Yang, T Li, X Mi, L Li… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The data traffic volume of the 6th generation (6G) mobile communication networks is huge,
and there are novel challenges in various communications services and scenarios. This …

Fictitious play for mean field games: Continuous time analysis and applications

S Perrin, J Pérolat, M Laurière… - Advances in neural …, 2020 - proceedings.neurips.cc
In this paper, we deepen the analysis of continuous time Fictitious Play learning algorithm to
the consideration of various finite state Mean Field Game settings (finite horizon, $\gamma …

Learning in mean field games: A survey

M Laurière, S Perrin, J Pérolat, S Girgin… - arxiv preprint arxiv …, 2022 - arxiv.org
Non-cooperative and cooperative games with a very large number of players have many
applications but remain generally intractable when the number of players increases …

Quadratic mean field games

D Ullmo, I Swiecicki, T Gobron - Physics Reports, 2019 - Elsevier
Mean field games were introduced independently by JM. Lasry and PL. Lions, and by M.
Huang, RP Malhamé and PE Caines, in order to bring a new approach to optimization …

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 theoretic approach for security enhancements in mobile ad hoc networks

Y Wang, FR Yu, H Tang… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Game theory can provide a useful tool to study the security problem in mobile ad hoc
networks (MANETs). Most of existing works on applying game theories to security only …

Pedestrians in static crowds are not grains, but game players

T Bonnemain, M Butano, T Bonnet, I Echeverría-Huarte… - Physical Review E, 2023 - APS
The local navigation of pedestrians is assumed to involve no anticipation beyond the most
imminent collisions, in most models. These typically fail to reproduce some key features …

Downlink power control in self-organizing dense small cells underlaying macrocells: A mean field game

P Semasinghe, E Hossain - IEEE Transactions on Mobile …, 2015 - ieeexplore.ieee.org
A novel distributed power control paradigm is proposed for dense small cell networks co-
existing with a traditional macrocellular network. The power control problem is first modeled …

Learning correlated equilibria in mean-field games

P Muller, R Elie, M Rowland, M Lauriere… - arxiv preprint arxiv …, 2022 - arxiv.org
The designs of many large-scale systems today, from traffic routing environments to smart
grids, rely on game-theoretic equilibrium concepts. However, as the size of an $ N $-player …

Energy efficient optimization of wireless-powered 5G full duplex cellular networks: A mean field game approach

X Ge, H Jia, Y Zhong, Y **ao, Y Li… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper studies the power allocation of an ultra-dense cellular network consisting of
multiple full-duplex (FD) base stations (BSs) serving a large number of half-duplex (HD) user …