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Titlebook: Horizons of the Mind. A Tribute to Prakash Panangaden; Essays Dedicated to Franck Breugel,Elham Kashefi,Jan Rutten Book 2014 Springer Inte

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Jean Goubault-Larrecq,Roberto Segalaften non-Markovian—with greater ease of expression and interpretation than scalar reward signals. When .-automata were first proposed in model-free RL, deterministic Rabin acceptance conditions were used in an attempt to provide a direct translation from .-automata to finite state “reward” machines
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Helle Hvid Hansen,Clemens Kupke,Jan Rutten,Joost Winterften non-Markovian—with greater ease of expression and interpretation than scalar reward signals. When .-automata were first proposed in model-free RL, deterministic Rabin acceptance conditions were used in an attempt to provide a direct translation from .-automata to finite state “reward” machines
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Probabilistic Model Checking of Labelled Markov Processes via Finite Approximate Bisimulations,nd colleagues. Motivated by the practical application of the LMP framework, we study its formal semantics and the relationship to similar models formulated in control theory. We consider notions of (exact and approximate) probabilistic bisimulation over LMPs and, drawing on methods from both formal
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An Operational Interpretation of Negative Probabilities and No-Signalling Models,es are allowed on the hidden variables, the class of probability models which can be captured by local hidden-variable models are exactly the no-signalling models. However, the question remains of how negative probabilities are to be interpreted. In this paper, we present an operational interpretati
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Bisimulation on Markov Processes over Arbitrary Measurable Spaces,f bisimulation is proven to coincide with the coalgebraic definition of Aczel and Mendler in terms of the Giry functor, which associates with a measurable space its collection of (sub)probability measures. This coalgebraic formulation allows one to relate the concepts of bisimulation and event bisim
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