TS-SPAS attains the exact asymptotic minimax and Bayes constants for fixed-budget best-arm identification, with matching lower and upper bounds over exponential family outcomes.
Advanced Econometrics
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Minimax and Bayes Optimal Best-Arm Identification
TS-SPAS attains the exact asymptotic minimax and Bayes constants for fixed-budget best-arm identification, with matching lower and upper bounds over exponential family outcomes.