Bayesian Fixed-Confidence Best-Arm Identification with Abstention
The Bayesian fixed-confidence best-arm identification problem in which a learner can abstain from making a terminal recommendation is studied and Screen-and-Confirm (S&C) is proposed and its expected stopping time is analyzed.
Yu-Qi Huang, Yun-Long Hou, Vincent Y. F. Tan
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