Best Arm Identification with Possibly Biased Offline Data

Le Yang, Vincent Y. F. Tan, Wang Chi Cheung

We study the best arm identification (BAI) problem with potentially biased offline data in the fixed confidence setting, which commonly arises in real-world scenarios such as clini…