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Sensitivity Analysis Using Ito-circumflex--Malliavin Calculus and Martingales, and Application to Stochastic Optimal Control., and . SIAM J. Control and Optimization, 43 (5): 1676-1713 (2005)Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem., , , and . CoRR, (2013)PGQ: Combining policy gradient and Q-learning., , , and . CoRR, (2016)The Uncertainty Bellman Equation and Exploration., , , and . CoRR, (2017)On Minimax Optimal Offline Policy Evaluation., , and . CoRR, (2014)An Analysis of Categorical Distributional Reinforcement Learning., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 29-37. PMLR, (2018)Fast LSTD Using Stochastic Approximation: Finite Time Analysis and Application to Traffic Control., , and . ECML/PKDD (2), volume 8725 of Lecture Notes in Computer Science, page 66-81. Springer, (2014)Geometric Variance Reduction in Markov Chains: Application to Value Function and Gradient Estimation.. J. Mach. Learn. Res., (2006)Combining policy gradient and Q-learning., , , and . ICLR (Poster), OpenReview.net, (2017)Sample Efficient Actor-Critic with Experience Replay., , , , , , and . ICLR (Poster), OpenReview.net, (2017)