Bayesian Inference of Contextual Bandit Policies via Empirical Likelihood

Jiangrong Ouyang, Mingming Gong, Howard Bondell

Policy inference plays an essential role in the contextual bandit problem. In this paper, we use empirical likelihood to develop a Bayesian inference method for the joint analysis…