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…