Search for dissertations about: "Lipschitz Bandits"
Found 2 swedish dissertations containing the words Lipschitz Bandits.
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1. Structured Stochastic Bandits
Abstract : In this thesis we address the multi-armed bandit (MAB) problem with stochastic rewards and correlated arms. Particularly, we investigate the case when the expected rewards are a Lipschitz function of the arm, and the learning to rank problem, as viewed from a MAB perspective. READ MORE
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2. Efficient Online Learning under Bandit Feedback
Abstract : In this thesis we address the multi-armed bandit (MAB) problem with stochastic rewards and correlated arms. Particularly, we investigate the case when the expected rewards are a Lipschitz function of the arm and extend these results to bandits with arbitrary structure that is known to the decision maker. READ MORE