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20242026
most citedNonparametric Sparse Online Learning of the Koopman Operator

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cs.AI2025

Detection Augmented Bandit Procedures for Piecewise Stationary MABs: A Modular Approach

Yu-Han Huang, Argyrios Gerogiannis, Subhonmesh Bose +1

Conventional Multi-Armed Bandit (MAB) algorithms are designed for stationary environments, where the reward distributions associated with the arms do not change with time. In many…