5 citations · 5 across the 2 of their papers we have counts for
2 papers
math.OC2026
Markov Decision Processes of the Third Kind: Learning Distributions by Policy Gradient Descent
Nicole Bäuerle, Athanasios Vasileiadis
The goal of this paper is to analyze distributional Markov Decision Processes as a class of control problems in which the objective is to learn policies that steer the distribution…
math.OC2021★ 5 cited
Exploration noise for learning linear-quadratic mean field games
François Delarue, Athanasios Vasileiadis
The goal of this paper is to demonstrate that common noise may serve as an exploration noise for learning the solution of a mean field game. This concept is here exemplified throug…