Contextual Bandits for Unbounded Context Distributions

Puning Zhao, Rongfei Fan, Shaowei Wang +4

Nonparametric contextual bandit is an important model of sequential decision making problems. Under $\alpha$-Tsybakov margin condition, existing research has established a regret bound…