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Published in 2019 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2019.2929936
Abstract: In this paper, we study the problem of universal best arm identification in multi-armed bandits, where the underlying setting can be either stochastic or adversarial and is not revealed to the forecaster a priori. We…
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Keywords:
arm identification;
universal best;
arm;
stochastic adversarial ... See more keywords