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Debajoy Mukherjee

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DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback

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By Ujwal Dinesha, Debajoy Mukherjee, Jian Li, Srinivas Shakkottai
| arXiv
[Submitted on 7 Oct 2024 ( v1 ), last revised 16 Jul 2025 (this version, v2)] Title:DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback View a PDF of the paper titled DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback, by Guojun Xiong and 4 other authors View PDF HTML (experimental) Abstract:Restless multi-armed bandits (RMAB) has been widely used to model constrained sequential decision making problems, where the state of...
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