Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification

Clémence Réda, Andrea Tirinzoni, Rémy Degenne

We study the problem of the identification of m arms with largest means under a fixed error rate $\delta$ (fixed-confidence Top-m identification), for misspecified linear bandit models.…