Good arm identification via bandit feedback

Machine Learning, pp. 721-745, 2019.

Cited by: 11|Views22
EI

Abstract:

We consider a novel stochastic multi-armed bandit problem called good arm identification (GAI), where a good arm is defined as an arm with expected reward greater than or equal to a given threshold. GAI is a pure-exploration problem in which a single agent repeats a process of outputting an arm as soon as it is identified as a good one be...More

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