Smooth Bandit Optimization: Generalization to Hölder Space

Yusha Liu, Yining Wang, Aarti Singh

We consider bandit optimization of a smooth reward function, where the goal is cumulative regret minimization. This problem has been studied for $\alpha$-Hölder continuous (including Li…