Dynamic Programming for Epistemic Uncertainty in Markov Decision Processes

Axel Benyamine, Julien Grand-Clément, Marek Petrik +2

In this paper, we propose a general theory of ambiguity-averse MDPs, which treats the uncertain transition probabilities as random variables and evaluates a policy via a risk measu…