Bounded regret in stochastic multi-armed bandits

Sébastien Bubeck, Vianney Perchet, Philippe Rigollet. Bounded regret in stochastic multi-armed bandits. In Shai Shalev-Shwartz, Ingo Steinwart, editors, COLT 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, USA. Volume 30 of JMLR Proceedings, pages 122-134, JMLR.org, 2013. [doi]

Authors

Sébastien Bubeck

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Vianney Perchet

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Philippe Rigollet

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