[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 …
introduction by Lasry–Lions and Huang–Caines–Malhamé, see, in particular, Lasry–Lions …
Mean field games and systemic risk
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 …
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
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 …
distancing and the isolation of infected persons are crucial. However, existing reaction …
A tale of a principal and many, many agents
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 …
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
Financial markets and more generally macro-economic models involve a large number of
individuals interacting through variables such as prices resulting from the aggregate …
individuals interacting through variables such as prices resulting from the aggregate …
Systemic risk and stochastic games with delay
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 …
debt obligations. The evolution of log-monetary reserves of banks is described by coupled …
[HTML][HTML] Dynamic programming for mean-field type control
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 …
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
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 …
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
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 …
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 …
differential equations with irregular drift coefficients. Our direct construction of strong …