[BOOK][B] Mean field games and mean field type control theory

A Bensoussan, J Frehse, P Yam - 2013 - Springer
Mean field theory has raised a lot of interest in recent years, since the independent
introduction by Lasry–Lions and Huang–Caines–Malhamé, see, in particular, Lasry–Lions …

Mean field games and systemic risk

R Carmona, JP Fouque, LH Sun - arxiv preprint arxiv:1308.2172, 2013 - arxiv.org
We propose a simple model of inter-bank borrowing and lending where the evolution of the
log-monetary reserves of $ N $ banks is described by a system of diffusion processes …

Effects of social distancing and isolation on epidemic spreading modeled via dynamical density functional theory

M Te Vrugt, J Bickmann, R Wittkowski - Nature communications, 2020 - nature.com
For preventing the spread of epidemics such as the coronavirus disease COVID-19, social
distancing and the isolation of infected persons are crucial. However, existing reaction …

A tale of a principal and many, many agents

R Elie, T Mastrolia, D Possamaï - Mathematics of Operations …, 2019 - pubsonline.informs.org
In this paper, we investigate a moral hazard problem in finite time with lump-sum and
continuous payments, involving infinitely many agents with mean-field type interactions …

Deep learning for mean field games and mean field control with applications to finance

R Carmona, M Laurière - arxiv preprint arxiv:2107.04568, 2021 - cambridge.org
Financial markets and more generally macro-economic models involve a large number of
individuals interacting through variables such as prices resulting from the aggregate …

Systemic risk and stochastic games with delay

R Carmona, JP Fouque, SM Mousavi… - Journal of Optimization …, 2018 - Springer
We propose a model of inter-bank lending and borrowing which takes into account clearing
debt obligations. The evolution of log-monetary reserves of banks is described by coupled …

[HTML][HTML] Dynamic programming for mean-field type control

M Laurière, O Pironneau - Comptes Rendus Mathematique, 2014 - Elsevier
For mean-field type control problems, stochastic dynamic programming requires adaptation.
We propose to reformulate the problem as a distributed control problem by assuming that …

Mean field control and mean field game models with several populations

A Bensoussan, T Huang, M Lauriere - arxiv preprint arxiv:1810.00783, 2018 - arxiv.org
In this paper, we investigate the interaction of two populations with a large number of
indistinguishable agents. The problem consists in two levels: the interaction between agents …

[HTML][HTML] Enhancing resilience of systems to individual and systemic risk: Steps toward an integrative framework

S Hochrainer-Stigler, C Colon, G Boza… - International Journal of …, 2020 - Elsevier
Individual events can trigger systemic risks in many complex systems, from natural to man-
made. Yet, analysts are still usually treating these two types of risks separately. We suggest …

Strong solutions of mean-field stochastic differential equations with irregular drift

M Bauer, T Meyer-Brandis, F Proske - 2018 - projecteuclid.org
We investigate existence and uniqueness of strong solutions of mean-field stochastic
differential equations with irregular drift coefficients. Our direct construction of strong …