Parallel Best Arm Identification in Heterogeneous Environments

Author:

Karpov Nikolai1ORCID,Zhang Qin1ORCID

Affiliation:

1. Indiana University, Bloomington, IN, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference26 articles.

1. Sanae Amani, Tor Lattimore, András György, and Lin F. Yang. Distributed contextual linear bandits with minimax optimal communication cost. CoRR, abs/2205.13170, 2022.

2. Jean-Yves Audibert, Sébastien Bubeck, and Rémi Munos. Best arm identification in multi-armed bandits. In COLT, pages 41--53, 2010.

3. A Sequential Multiple-Decision Procedure for Selecting the Best One of Several Normal Populations with a Common Unknown Variance, and Its Use with Various Experimental Designs

4. Alexandra Carpentier and Andrea Locatelli. Tight (lower) bounds for the fixed budget best arm identification bandit problem. In COLT, pages 590--604, 2016.

5. Lijie Chen, Jian Li, and Mingda Qiao. Towards instance optimal bounds for best arm identification. In COLT, pages 535--592, 2017.

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