68 citations · 217 across the 38 of their papers we have counts for
4 papers · 1 filter
Reinforcement Learning for Intra-and-Inter-Bank Borrowing and Lending Mean Field Control Game
Andrea Angiuli, Nils Detering, Jean-Pierre Fouque +2
We propose a mean field control game model for the intra-and-inter-bank borrowing and lending problem. This framework allows to study the competitive game arising between groups of…
Deep Learning for Systemic Risk Measures
Yichen Feng, Ming Min, Jean-Pierre Fouque
The aim of this paper is to study a new methodological framework for systemic risk measures by applying deep learning method as a tool to compute the optimal strategy of capital al…
Reinforcement Learning Algorithm for Mixed Mean Field Control Games
Andrea Angiuli, Nils Detering, Jean-Pierre Fouque +2
We present a new combined \textit{mean field control game} (MFCG) problem which can be interpreted as a competitive game between collaborating groups and its solution as a Nash equ…
Systemic Risk Models for Disjoint and Overlapping Groups with Equilibrium Strategies
Yichen Feng, Jean-Pierre Fouque, Ruimeng Hu +1
We analyze the systemic risk for disjoint and overlapping groups (e.g., central clearing counterparties (CCP)) by proposing new models with realistic game features. Specifically, w…