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Multi-Objective Model Checking of Markov Decision Processes

Kousha Etessami ; Marta Kwiatkowska ; Moshe Y. Vardi ; Mihalis Yannakakis.

We study and provide efficient algorithms for multi-objective model checking problems for Markov Decision Processes (MDPs). Given an MDP, M, and given multiple linear-time (\omega -regular or LTL) properties \varphi\_i, and probabilities r\_i \epsilon [0,1], i=1,...,k, we ask whether there exists a&nbsp;[&hellip;]

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Recursive Concurrent Stochastic Games

Kousha Etessami ; Mihalis Yannakakis.

We study Recursive Concurrent Stochastic Games (RCSGs), extending our recent analysis of recursive simple stochastic games to a concurrent setting where the two players choose moves simultaneously and independently at each state. For multi-exit games, our earlier work already showed undecidability&nbsp;[&hellip;]

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