Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits

Ziyi Huang, Henry Lam, Haofeng Zhang

Bayesian bandit algorithms with approximate Bayesian inference have been widely used in real-world applications. Despite the superior practical performance, their theoretical justi…