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Regret to the Best vs. Regret to the Average

, , , and . Learning Theory, page 233--247. Berlin, Heidelberg, Springer Berlin Heidelberg, (2007)

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Sponsored Search with Contexts., , and . WINE, volume 4858 of Lecture Notes in Computer Science, page 312-317. Springer, (2007)Convergence Time to Nash Equilibria., , and . ICALP, volume 2719 of Lecture Notes in Computer Science, page 502-513. Springer, (2003)Regret to the best vs. regret to the average., , , and . Mach. Learn., 72 (1-2): 21-37 (2008)A network formation game for bipartite exchange economies., , and . SODA, page 697-706. SIAM, (2007)PAC Bounds for Multi-armed Bandit and Markov Decision Processes., , and . COLT, volume 2375 of Lecture Notes in Computer Science, page 255-270. Springer, (2002)Bid optimization for broad match ad auctions., , , , and . WWW, page 231-240. ACM, (2009)Algorithms for reinforcement learning. Tel Aviv University, Israel, (2005)Tel Aviv University Library.Experts in a Markov Decision Process., , and . NIPS, page 401-408. (2004)Fast convergence of selfish rerouting., and . SODA, page 772-781. SIAM, (2005)Tutorial summary: Convergence of natural dynamics to equilibria., and . ICML, volume 382 of ACM International Conference Proceeding Series, page 13. ACM, (2009)