On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits
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DOI: 10.1109/tsp.2017.2706192
Abstract: We consider the best-arm identification problem in multi-armed bandits, which focuses purely on exploration. A player is given a fixed budget to explore a finite set of arms, and the rewards of each arm are… read more here.
Keywords: armed bandits; sequential elimination; multi armed; arm identification ... See more keywords