A Reinforcement Learning Approach to Estimating Long-term Treatment Effects

Ziyang Tang, Yiheng Duan, Stephanie Zhang +1

Randomized experiments (a.k.a. A/B tests) are a powerful tool for estimating treatment effects, to inform decisions making in business, healthcare and other applications. In many p…