Personalized Policy Learning through Discrete Experimentation: Theory and Empirical Evidence

Zhiqi Zhang, Zhiyu Zeng, Ruohan Zhan +1

Randomized Controlled Trials (RCTs), or A/B testing, have become the gold standard for optimizing various operational policies on online platforms. However, RCTs on these platforms…