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Poster
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Thu 8:45
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Multi-Fidelity Multi-Armed Bandits Revisited
Xuchuang Wang · Qingyun Wu · Wei Chen · John C.S. Lui
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Poster
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Wed 8:45
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Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards
Mengfan Xu · Diego Klabjan
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Poster
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Tue 15:15
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Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits
Filippo Vannella · Alexandre Proutiere · Jaeseong Jeong
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Workshop
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In-Context Multi-Armed Bandits via Supervised Pretraining
Fred Zhang · Jiaxin Ye · Zhuoran Yang
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Workshop
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In-Context Multi-Armed Bandits via Supervised Pretraining
Fred Zhang · Jiaxin Ye · Zhuoran Yang
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Poster
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Tue 8:45
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Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk
David Simchi-Levi · Zeyu Zheng · Feng Zhu
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Poster
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Tue 8:45
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Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation
GUOJUN XIONG · Jian Li
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Poster
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Thu 15:00
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Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded Rewards
Hao Qin · Kwang-Sung Jun · Chicheng Zhang
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Workshop
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Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits
Gianmarco Genalti · Lupo Marsigli · Nicola Gatti · Alberto Maria Metelli
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Poster
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Tue 8:45
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Improved Best-of-Both-Worlds Guarantees for Multi-Armed Bandits: FTRL with General Regularizers and Multiple Optimal Arms
Tiancheng Jin · Junyan Liu · Haipeng Luo
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Poster
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Wed 15:00
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An εε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond
Marc Jourdan · Rémy Degenne · Emilie Kaufmann
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Poster
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Wed 8:45
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Asymptotically Optimal Quantile Pure Exploration for Infinite-Armed Bandits
Evelyn Xiao-Yue Gong · Mark Sellke
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