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Mar, 2024
基于帕累托最优的短期与长期治疗效果估计和策略学习
Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects
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Yingrong Wang, Anpeng Wu, Haoxuan Li, Weiming Liu, Qiaowei Miao...
TL;DR
该论文研究了 Pareto 最优估计和政策学习方法,用于识别最有效的治疗方法,通过权衡短期和长期效果最大化总奖励,解决多目标优化和冲突问题。
Abstract
This paper focuses on developing
pareto-optimal estimation
and
policy learning
to identify the most effective
treatment
that maximizes the
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