Y Achdou, FJ Buera, JM Lasry… - … Transactions of the …, 2014 - royalsocietypublishing.org
The purpose of this article is to get mathematicians interested in studying a number of partial differential equations (PDEs) that naturally arise in macroeconomics. These PDEs come …
The lion's share of this chapter is devoted to the construction of equilibria for mean field games with a common noise. We develop a general two-step strategy for the search of weak …
X Guo, A Hu, R Xu, J Zhang - Advances in neural …, 2019 - proceedings.neurips.cc
This paper presents a general mean-field game (GMFG) framework for simultaneous learning and decision-making in stochastic games with a large population. It first establishes …
S Perrin, J Pérolat, M Laurière… - Advances in neural …, 2020 - proceedings.neurips.cc
In this paper, we deepen the analysis of continuous time Fictitious Play learning algorithm to the consideration of various finite state Mean Field Game settings (finite horizon, $\gamma …
Conic optimization is a significant and thriving research area within the optimization community. Conic optimization is the general class of problems concerned with optimizing a …
A Cousin, S Crépey, O Guéant, D Hobson… - Paris-Princeton lectures …, 2011 - Springer
This text is inspired from a “Cours Bachelier” held in January 2009 and taught by Jean- Michel Lasry. This course was based upon the articles of the three authors and upon …
A theory of existence and uniqueness is developed for general stochastic differential mean field games with common noise. The concepts of strong and weak solutions are introduced …
Mean field game theory is devoted to the analysis of differential games with a (very) larger number of “small” players. By “small” player, we mean a player who has very little influence …
K Cui, H Koeppl - International Conference on Artificial …, 2021 - proceedings.mlr.press
The recent mean field game (MFG) formalism facilitates otherwise intractable computation of approximate Nash equilibria in many-agent settings. In this paper, we consider discrete-time …