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A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes

Stéphane Ross, Joelle Pineau, Brahim Chaib-draa, Pierre Kreitmann. A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes. Journal of Machine Learning Research, 12:1729-1770, 2011. [doi]

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