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Mixed probabilistic and nondeterministic factored planning through markov decision processes with set-valued transitions.

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Greedy linear value-approximation for factored Markov decision processes

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Minimal Sufficient Explanations for Factored Markov Decision Processes (2009)

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Learning the structure of factored Markov decision processes in reinforcement learning problems (2006)

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