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lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits

Kevin G. Jamieson, Matthew Malloy, Robert Nowak, Sébastien Bubeck. lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits. In Maria-Florina Balcan, Csaba Szepesvári, editors, Proceedings of The 27th Conference on Learning Theory, COLT 2014, Barcelona, Spain, June 13-15, 2014. Volume 35 of JMLR Proceedings, pages 423-439, JMLR.org, 2014. [doi]

Authors

Kevin G. Jamieson

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Matthew Malloy

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Robert Nowak

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Sébastien Bubeck

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