Optimistic gittins indices
Starting with the Thomspon sampling algorithm, recent years have seen a resurgence of interest in Bayesian algorithms for the Multi-armed Bandit (MAB) problem. These algorithms seek to exploit prior information on arm biases and while several have been shown to be regret optimal, their design has no...
Main Authors: | Gutin, Eli, Farias, Vivek F. |
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Other Authors: | Sloan School of Management |
Format: | Article |
Published: |
NIPS Foundation
2020
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Online Access: | https://hdl.handle.net/1721.1/128464 |
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