Bandits and Experts in Metric Spaces.
Journal of the ACM (JACM)（2019）
摘要
In a multi-armed bandit problem, an online algorithm chooses from a set of strategies in a sequence of trials to maximize the total payoff of the chosen strategies. While the performance of bandit ...
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关键词
Multi-armed bandits,regret,online learning,metric spaces,covering dimension,Lipschitz-continuity
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