Efficient and Adaptive Posterior Sampling Algorithms for Bandits

Bingshan Hu, Zhiming Huang, Tianyue H. Zhang +2

We study Thompson Sampling-based algorithms for stochastic bandits with bounded rewards. As the existing problem-dependent regret bound for Thompson Sampling with Gaussian priors […