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Mohammad Ghavamzadeh, Shie Mannor, Joelle Pineau, Aviv Tamar. Bayesian Reinforcement Learning: A Survey. Foundations and Trends in Machine Learning, 8(5-6):359-483, 2015. [doi]
Abstract is missing.