Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects

This paper focuses on developing Pareto-optimal estimation and policy learning to identify the most effective treatment that maximizes the total reward from both short-term and long-term effects, which might conflict with each other. For example, a higher dosage of medication might increase the spee...

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Hauptverfasser:	Wang, Yingrong, Wu, Anpeng, Li, Haoxuan, Liu, Weiming, Miao, Qiaowei, Xiong, Ruoxuan, Wu, Fei, Kuang, Kun
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning
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