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math.PR2014
Convergence of Probability Measures and Markov Decision Models with Incomplete Information
Eugene A. Feinberg, Pavlo O. Kasyanov, Michael Z. Zgurovsky
This paper deals with three major types of convergence of probability measures on metric spaces: weak convergence, setwise converges, and convergence in the total variation. First,…
math.OC2014
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…