On the Sublinear Regret of Continuous K-Max Bandits

Yu Chen, Siwei Wang, Longbo Huang +1

The paper studies continuous K‑max combinatorial multi‑armed bandits, proposing the DCK‑UCB algorithm with adaptive discretization and bias‑corrected confidence bounds that achieve…