[其他] ICML-Lenient Regret and Good-Action Identification in Gaussian Process Bandits [推广有奖]

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发表于 2025-8-10 08:15:12 |AI写论文

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Lenient Regret and Good-Action Identification in Gaussian Process Bandits

               Xu Cai 1 Selwyn Gomes 1 Jonathan Scarlett 1 2

         Abstract                gorithms can often be applied in a unified manner in these
                              two settings.
In this paper, we study the problem of Gaussian
process (GP) bandits under relaxed optimization       Perhaps the most prominent class of existing results con-
criteria stating that any function value abo ...