Rebounding Bandits for Modeling Satiation Effects

Liu Leqi
Liu Leqi
Fatma Kilinc-Karzan
Fatma Kilinc-Karzan
Alan L. Montgomery
Alan L. Montgomery
Cited by: 0|Views8

Abstract:

Psychological research shows that enjoyment of many goods is subject to satiation, with enjoyment declining after repeated exposures to the same item. Nevertheless, proposed algorithms for powering recommender systems seldom model these dynamics, instead proceeding as though user preferences were fixed in time. In this work, we adopt a ...More

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