JSM2023
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Topic-Contributed Paper Session

Transforming business via reinforcement learning

Wed, Aug 9, 2:00 PM
Linda ZhaoChair
Caucus for Women in Statistics

5 Presentations

Doubly High-Dimensional Contextual Bandits: An Interpretable Model with Applications to Assortment/Pricing
2:05 PM - 2:25 PM
Junhui Cai (University of Notre Dame)
Co-authors: Ran Chen, Martin Wainwright (UC Berkeley), Linda Zhao (University of Pennsylvania)
Personalized reinforcement learning with application to business
2:25 PM - 2:45 PM
Ran Chen
Co-authors: Junhui Cai (University of Notre Dame), Martin Wainwright (UC Berkeley), Linda Zhao (University of Pennsylvania)
Offline Contextual Decision Making: Bandits, Pricing, and Auction
2:45 PM - 3:05 PM
Elynn Chen (Rutgers Univ)
Policy evaluation from a single path: Multi-step methods, mixing and mis-specification
3:05 PM - 3:25 PM
Yaqi Duan (MIT)
Nearly tight sample complexity bounds for learning in constraint MDP
3:25 PM - 3:45 PM
Lin Yang (University of California, Los Angeles)
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