Estimation of Treatment Effects Under Nonstationarity via the Truncated Policy Gradient Estimator

Ramesh Johari, Tianyi Peng, Wenqian Xing

Randomized experiments (or A/B tests) are widely used to evaluate interventions in dynamic systems such as recommendation platforms, marketplaces, and digital health. In these sett…