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A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits.
Liu Leqi
Giulio Zhou
Fatma Kilinç-Karzan
Zachary C. Lipton
Alan L. Montgomery
Published in:
CHI (2023)
Keyphrases
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bandit problems
multi armed bandits
learning algorithm
recommender systems
computational complexity
order statistics
making recommendations