[PDF][PDF] Learning mean field games: A survey

M Laurière, S Perrin, M Geist… - arXiv preprint arXiv …, 2022 - researchgate.net
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 …

Recent advances in modeling and control of epidemics using a mean field approach

A Roy, C Singh, Y Narahari - Sādhanā, 2023 - Springer
The modeling and control of epidemics, such as the novel Coronavirus, have become
crucial on a global scale, for effective management of epidemic situations. This paper is …

Mean Field Games in a Stackelberg problem with an informed major player

P Bergault, P Cardaliaguet, C Rainer - SIAM Journal on Control and …, 2024 - SIAM
We investigate a stochastic differential game in which a major player has private information
(the knowledge of a random variable), which she discloses through her control to a …

Neural Operators Can Play Dynamic Stackelberg Games

G Alvarez, I Ekren, A Kratsios, X Yang - arXiv preprint arXiv:2411.09644, 2024 - arxiv.org
Dynamic Stackelberg games are a broad class of two-player games in which the leader acts
first, and the follower chooses a response strategy to the leader's strategy. Unfortunately …

Learning Macroeconomic Policies based on Microfoundations: A Stackelberg Mean Field Game Approach

Q Mi, Z Zhao, S Xia, Y Song, J Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Effective macroeconomic policies play a crucial role in promoting economic growth and
social stability. This paper models the optimal macroeconomic policy problem based on …

Periodic Trading Activities in Financial Markets: Mean-field Liquidation Game with Major-Minor Players

Y Chen, L Wu, R Xu, R Zhang - arXiv preprint arXiv:2408.09505, 2024 - arxiv.org
Motivated by recent empirical findings on the periodic phenomenon of aggregated market
volumes in equity markets, we aim to understand the causes and consequences of periodic …

Mean Field Games price formation models

J Gutierrez - 2023 - repository.kaust.edu.sa
This thesis studies mean-field games (MFGs) models of price formation. The thesis focuses
explicitly on a MFGs price formation model proposed by Gomes and Saude. The thesis is …