2017
A KL-LUCB algorithm for Large-Scale Crowdsourcing
NeurIPS 2017poster
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. This is achieved by proving a novel anytime confidence bound for the mean of bo…