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Jia Yuan Yu, Shie Mannor. Unimodal Bandits. In Lise Getoor, Tobias Scheffer, editors, Proceedings of the 28th International Conference on Machine Learning, ICML 2011, Bellevue, Washington, USA, June 28 - July 2, 2011. pages 41-48, Omnipress, 2011.