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A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits.

, , , and . CoRR, (2019)

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Near-Optimal Algorithms for Piecewise-Stationary Cascading Bandits., , , , and . ICASSP, page 3365-3369. IEEE, (2021)HS2: Active Learning over Hypergraphs., , and . CoRR, (2018)Nonstationary Reinforcement Learning with Linear Function Approximation., , , and . CoRR, (2020)Nonstationary Reinforcement Learning with Linear Function Approximation., , , and . Trans. Mach. Learn. Res., (2022)Adversarial Linear Contextual Bandits with Graph-Structured Side Observations., , , , , and . CoRR, (2020)HS2: Active learning over hypergraphs with pointwise and pairwise queries., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2466-2475. PMLR, (2019)A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits., , , and . AAAI, page 6933-6940. AAAI Press, (2020)A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits., , , and . CoRR, (2019)Generalized Jordan Center: A Source Localization Heuristic For Noisy And Incomplete Observations., , and . DSW, page 243-247. IEEE, (2019)Be Aware of Non-Stationarity: Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits., , , , and . CoRR, (2019)