Fast online inference for nonlinear contextual bandit based on Generative Adversarial Network

Yun Da Tsai, Shou De Lin

This work addresses the efficiency concern on inferring a nonlinear contextual bandit when the number of arms $n$ is very large. We propose a neural bandit model with an end-to-end…