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• W1563302260 abstract "We introduce Multi-Environment Markov Decision Processes (MEMDPs) which are MDPs with a set of probabilistic transition functions. The goal in a MEMDP is to synthesize a single controller with guaranteed performances against all environments even though the environment is unknown a priori. While MEMDPs can be seen as a special class of partially observable MDPs, we show that several verification problems that are undecidable for partially observable MDPs, are decidable for MEMDPs and sometimes have even efficient solutions." @default.
• W1563302260 created "2016-06-24" @default.
• W1563302260 creator A5050196522 @default.
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• W1563302260 date "2014-05-19" @default.
• W1563302260 modified "2023-09-27" @default.
• W1563302260 title "Multiple-Environment Markov Decision Processes" @default.
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