Influence Diagram Bandits: Variational Thompson Sampling for Structured Bandit Problems

Tong Yu, Branislav Kveton, Zheng Wen +2

We propose a novel framework for structured bandits, which we call an influence diagram bandit. Our framework captures complex statistical dependencies between actions, latent vari…