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Exploration-exploitation Tradeoff using Variance Estimates in Multi-armed Bandits

, , and . Theoretical Computer Science, 410 (19): 1876--1902 (2009)

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Tuning Bandit Algorithms in Stochastic Environments, , and . ALT, page 150--165. Springer, (2007)See audibert2009 for a longer, updated version.Manifold-adaptive Dimension Estimation, , and . ICML, page 265--272. (2007)Empirical Bernstein stopping, , and . ICML, page 672--679. (2008)Exploration-exploitation Tradeoff using Variance Estimates in Multi-armed Bandits, , and . Theoretical Computer Science, 410 (19): 1876--1902 (2009)