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Imitate TheWorld: A Search Engine Simulation Platform


Jul 16, 2021
Yongqing Gao, Guangda Huzhang, Weijie Shen, Yawen Liu, Wen-Ji Zhou, Qing Da, Dan Shen, Yang Yu


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Validation Set Evaluation can be Wrong: An Evaluator-Generator Approach for Maximizing Online Performance of Ranking in E-commerce


Mar 27, 2020
Guangda Huzhang, Zhen-Jia Pang, Yongqing Gao, Wen-Ji Zhou, Qing Da, An-Xiang Zeng, Yang Yu


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Beyond the Ground-Truth: An Evaluator-Generator Framework for Group-wise Learning-to-Rank in E-Commerce


Mar 25, 2020
Guangda Huzhang, Zhen-Jia Pang, Yongqing Gao, Wen-Ji Zhou, Qing Da, An-Xiang Zeng, Yang Yu


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Temporal-adaptive Hierarchical Reinforcement Learning


Feb 06, 2020
Wen-Ji Zhou, Yang Yu


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Reinforcement Learning Experience Reuse with Policy Residual Representation


May 31, 2019
Wen-Ji Zhou, Yang Yu, Yingfeng Chen, Kai Guan, Tangjie Lv, Changjie Fan, Zhi-Hua Zhou

* Conference version appears in IJCAI 2019 

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