Optimizing Pessimism in Dynamic Treatment Regimes: A Bayesian Learning Approach

Yunzhe Zhou, Zhengling Qi, Chengchun Shi +1

In this article, we propose a novel pessimism-based Bayesian learning method for optimal dynamic treatment regimes in the offline setting. When the coverage condition does not hold…