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math.PR2020
Transience in Countable MDPs
Stefan Kiefer, Richard Mayr, Mahsa Shirmohammadi +1
The Transience objective is not to visit any state infinitely often. While this is not possible in finite Markov Decision Process (MDP), it can be satisfied in countably infinite o…
math.PR2019★ 2 cited
Büchi Objectives in Countable MDPs
Stefan Kiefer, Richard Mayr, Mahsa Shirmohammadi +1
We study countably infinite Markov decision processes with Büchi objectives, which ask to visit a given subset of states infinitely often. A question left open by T.P. Hill in 1979…