most citedA Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits

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cs.LG2020

Rebounding Bandits for Modeling Satiation Effects

Liu Leqi, Fatma Kilinc-Karzan, Zachary C. Lipton +1

Psychological research shows that enjoyment of many goods is subject to satiation, with short-term satisfaction declining after repeated exposures to the same item. Nevertheless, p…