17 citations · 71 across the 33 of their papers we have counts for
Showing 2023 · stat.MEShow all
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stat.ME2023★ 1 cited
Off-policy Evaluation in Doubly Inhomogeneous Environments
Zeyu Bian, Chengchun Shi, Zhengling Qi +1
This work aims to study off-policy evaluation (OPE) under scenarios where two key reinforcement learning (RL) assumptions -- temporal stationarity and individual homogeneity are bo…
stat.ME2023
Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing
Ting Li, Chengchun Shi, Zhaohua Lu +2
Many modern tech companies, such as Google, Uber, and Didi, utilize online experiments (also known as A/B testing) to evaluate new policies against existing ones. While most studie…