2 papers
cs.GT2025
Playing against a stationary opponent
Julien Grand-Clément, Nicolas Vieille
This paper investigates properties of Blackwell -optimal strategies in zero-sum stochastic games when the adversary is restricted to stationary strategies, motivated by applica…
math.OC2025
Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality
Julien Grand-Clément, Marek Petrik, Nicolas Vieille
Robust Markov Decision Processes (RMDPs) are a widely used framework for sequential decision-making under parameter uncertainty. RMDPs have been extensively studied when the object…