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Yingzheng Ma
JD.com Smart Supply Chain Y
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SCHOLARLY PAPERS
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Scholarly Papers (1)
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ORPR: An OR-Guided Pretrain-then-Reinforce Learning Model for Inventory Management
Number of pages: 37
Posted: 15 Jan 2026
Last Revised: 26 Jan 2026
Lingjie Zhao
,
Xue Yu
,
Yongzhi Qi
,
Hao Hu
,
Jianshen Zhang
, Yingzheng Ma,
Shuyu Han
,
Wei Qi
and
Zuo-Jun Max Shen
Tsinghua University - Department of Industrial Engineering, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, Tsinghua University and The University of Hong Kong - University of Hong Kong
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Abstract:
Inventory Management, AI + OR, Deep Learning, Reinforcement Learning, E-Commerce
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