LUCB-H adaptively combines offline and online data for best arm identification, matching or beating standard LUCB depending on whether the historical data is helpful or misleading.
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Best Arm Identification with Possibly Biased Offline Data
LUCB-H adaptively combines offline and online data for best arm identification, matching or beating standard LUCB depending on whether the historical data is helpful or misleading.