A KL-LUCB algorithm for Large-Scale Crowdsourcing

NeurIPS 2017 Ervin TanczosRobert NowakBob Mankoff

This paper focuses on best-arm identification in multi-armed bandits with bounded rewards. We develop an algorithm that is a fusion of lil-UCB and KL-LUCB, offering the best qualities of the two algorithms in one method... (read more)

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