Evaluating dynamic conditional quantile treatment effects with applications in ridesharing

T Li, C Shi, Z Lu, Y Li, H Zhu - Journal of the American Statistical …, 2024 - Taylor & Francis
Many modern tech companies, such as Google, Uber, and Didi, use online experiments
(also known as A/B testing) to evaluate new policies against existing ones. While most …

Flexible Machine Learning and Reinforcement Learning in Decision Making

H Ma - 2024 - search.proquest.com
Abstract Machine learning and Reinforcement Learning (RL) have received a lot of
attentions in decision making problems. For individualized decision making, due to possible …