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The kernel recursive least-squares algorithm.

, , and . IEEE Trans. Signal Process., 52 (8): 2275-2285 (2004)

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Bayes Meets Bellman: The Gaussian Process Approach to Temporal Difference Learning., , and . ICML, page 154-161. AAAI Press, (2003)The kernel recursive least-squares algorithm., , and . IEEE Trans. Signal Process., 52 (8): 2275-2285 (2004)Bayesian Policy Gradient Algorithms., and . NIPS, page 457-464. MIT Press, (2006)Bayesian actor-critic algorithms., and . ICML, volume 227 of ACM International Conference Proceeding Series, page 297-304. ACM, (2007)Reinforcement learning with Gaussian processes., , and . ICML, volume 119 of ACM International Conference Proceeding Series, page 201-208. ACM, (2005)Sparse Online Greedy Support Vector Regression., , and . ECML, volume 2430 of Lecture Notes in Computer Science, page 84-96. Springer, (2002)Gaussian Process Reinforcement Learning.. Encyclopedia of Machine Learning, Springer, (2010)Bayesian Policy Gradient and Actor-Critic Algorithms., , and . J. Mach. Learn. Res., (2016)Gaussian Process Reinforcement Learning.. Encyclopedia of Machine Learning and Data Mining, Springer, (2017)Learning Embedded Maps of Markov Processes., and . ICML, page 138-145. Morgan Kaufmann, (2001)