Markov Decision Processes with Multiple Long-run Average Objectives

We study Markov decision processes (MDPs) with multiple limit-average (or mean-payoff) functions. We consider two different objectives, namely, expectation and satisfaction objectives. Given an MDP with k limit-average functions, in the expectation objective the goal is to maximize the expected limi...

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Main Authors: Brázdil, T, Brožek, V, Chatterjee, K, Forejt, V, Kučera, A
格式: Conference item
出版: IEEE 2011