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Tracking Most Significant Shifts in Infinite-Armed Bandits

Joe Suk, Jung-hun Kim

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2025Year
1Top-tier citations

Abstract

We study an infinite-armed bandit problem where actions' mean rewards are initially sampled from a reservoir distribution. Most prior works in this setting focused on stationary rewards (

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