Partially Observable Total-Cost Markov Decision Processes with Weakly Continuous Transition Probabilities

Eugene A. Feinberg, Pavlo O. Kasyanov, Michael Z. Zgurovsky

This paper describes sufficient conditions for the existence of optimal policies for Partially Observable Markov Decision Processes (POMDPs) with Borel state, observation, and acti…