When More Objectives Make Identification Easier: The Role of Preferences and Feedback.

arXiv:2610.18577v1 Announce Type: cross Abstract: Best-arm identification (BAI) aims to identify the optimal arm using as few samples as possible. While most existing work focuses on a single objective, many real-world applications involve multiple criteria, w