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04/20/2012
Regret in Online Combinatorial Optimization
We address online linear optimization problems when the possible actions...
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12/16/2011
Regret lower bounds and extended Upper Confidence Bounds policies in stochastic multi-armed bandit problem
This paper is devoted to regret lower bounds in the classical model of s...
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07/22/2011
Robustness of Anytime Bandit Policies
This paper studies the deviations of the regret in a stochastic multi-ar...
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05/24/2011