Phase Transitions in Bandits with Switching Constraints
Published Online:9 Aug 2023https://doi.org/10.1287/mnsc.2023.4755
Supplemental Material
The replication files for this article are available HERE.
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Volume 69, Issue 12
December 2023
Pages 7151-7882, iii-iv
Article Information
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- Received:September 09, 2019
- Accepted:July 17, 2022
- Published Online:August 09, 2023
Copyright © 2023, INFORMS
Cite as
David Simchi-Levi, Yunzong Xu (2023) Phase Transitions in Bandits with Switching Constraints. Management Science 69(12):7182-7201.
https://doi.org/10.1287/mnsc.2023.4755
Keywords
The authors thank the review team for constructive comments and suggestions, which helped to significantly improve both the content and exposition of this paper. The authors also thank the Massachusetts Institute of Technology (MIT)-IBM partnership in artificial intelligence and the MIT Data Science Laboratory for support. A preliminary version of this paper appeared in the 33rd Conference on Neural Information Processing Systems (Simchi-Levi and Xu 2019), and the current paper is a significantly enhanced version of it.
