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Online Linear Regression and Its Application to Model-Based Reinforcement Learning.

, and . NIPS, page 1417-1424. Curran Associates, Inc., (2007)

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Probably Approximately Correct (PAC) Exploration in Reinforcement Learning.. ISAIM, (2008)Predictive Indexing for Fast Search., , and . NIPS, page 505-512. Curran Associates, Inc., (2008)A theoretical analysis of Model-Based Interval Estimation., and . ICML, volume 119 of ACM International Conference Proceeding Series, page 856-863. ACM, (2005)Conditional Probability Tree Estimation Analysis and Algorithms., , , , and . UAI, page 51-58. AUAI Press, (2009)Experience-efficient learning in associative bandit problems., , , and . ICML, volume 148 of ACM International Conference Proceeding Series, page 889-896. ACM, (2006)Efficient Structure Learning in Factored-State MDPs., , and . AAAI, page 645-650. AAAI Press, (2007)Expediting RL by using graphical structures., , and . AAMAS (3), page 1325-1328. IFAAMAS, (2008)Online Linear Regression and Its Application to Model-Based Reinforcement Learning., and . NIPS, page 1417-1424. Curran Associates, Inc., (2007)Learning from Logged Implicit Exploration Data, , and . CoRR, (2010)PAC model-free reinforcement learning., , , , and . ICML, volume 148 of ACM International Conference Proceeding Series, page 881-888. ACM, (2006)