Linear-quadratic mean field games
We provide a comprehensive study of a general class of linear-quadratic mean field games.
We adopt the adjoint equation approach to investigate the unique existence of their …
We adopt the adjoint equation approach to investigate the unique existence of their …
Deep learning methods for mean field control problems with delay
We consider a general class of mean field control problems described by stochastic delayed
differential equations of McKean–Vlasov type. Two numerical algorithms are provided based …
differential equations of McKean–Vlasov type. Two numerical algorithms are provided based …
Convergence of large population games to mean field games with interaction through the controls
This work considers stochastic differential games with a large number of players, whose
costs and dynamics interact through the empirical distribution of both their states and their …
costs and dynamics interact through the empirical distribution of both their states and their …
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 …
Mean field type control problems, some Hilbert-space-valued FBSDEs, and related equations
In this article, we provide an original systematic global-in-time analysis of mean field type
control problems on $\mathbb {R}^ n $ with generic cost functionals by the modified …
control problems on $\mathbb {R}^ n $ with generic cost functionals by the modified …
A mean field game of optimal portfolio liquidation
G Fu, P Graewe, U Horst… - Mathematics of Operations …, 2021 - pubsonline.informs.org
We consider a mean field game (MFG) of optimal portfolio liquidation under asymmetric
information. We prove that the solution to the MFG can be characterized in terms of a forward …
information. We prove that the solution to the MFG can be characterized in terms of a forward …
A theory of first order mean field type control problems and their equations
In this article, by using several new crucial {\it a priori} estimates which are still absent in the
literature, we provide a comprehensive resolution of the first order generic mean field type …
literature, we provide a comprehensive resolution of the first order generic mean field type …
An optimal control problem for mean-field forward–backward stochastic differential equation with noisy observation
G Wang, H **ao, G **ng - Automatica, 2017 - Elsevier
This article is concerned with an optimal control problem derived by mean-field forward–
backward stochastic differential equation with noisy observation, where the drift coefficients …
backward stochastic differential equation with noisy observation, where the drift coefficients …
Indefinite mean-field type linear–quadratic stochastic optimal control problems
This paper focuses on indefinite stochastic mean-field linear–quadratic (MF-LQ, for short)
optimal control problems, which allow the weighting matrices for state and control in the cost …
optimal control problems, which allow the weighting matrices for state and control in the cost …
Mean-field leader-follower games with terminal state constraint
G Fu, U Horst - SIAM Journal on Control and Optimization, 2020 - SIAM
We analyze linear McKean--Vlasov forward-backward SDEs arising in leader-follower
games with mean-field type control and terminal state constraints on the state process. We …
games with mean-field type control and terminal state constraints on the state process. We …