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Life is Random, Time is Not: Markov Decision Processes with Window Objectives

Thomas Brihaye ; Florent Delgrange ; Youssouf Oualhadj ; Mickael Randour.

The window mechanism was introduced by Chatterjee et al. to strengthen classical game objectives with time bounds. It permits to synthesize system controllers that exhibit acceptable behaviors within a configurable time frame, all along their infinite execution, in contrast to the traditional&nbsp;[&hellip;]

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Arena-Independent Finite-Memory Determinacy in Stochastic Games

Patricia Bouyer ; Youssouf Oualhadj ; Mickael Randour ; Pierre Vandenhove.

We study stochastic zero-sum games on graphs, which are prevalent tools to model decision-making in presence of an antagonistic opponent in a random environment. In this setting, an important question is the one of strategy complexity: what kinds of strategies are sufficient or required to play&nbsp;[&hellip;]

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