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ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor



Wanqi Xue , Qingpeng Cai , Ruohan Zhan , Dong Zheng , Peng Jiang , Bo An


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Constrained Reinforcement Learning for Short Video Recommendation



Qingpeng Cai , Ruohan Zhan , Chi Zhang , Jie Zheng , Guangwei Ding , Pinghua Gong , Dong Zheng , Peng Jiang


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BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation



Wenqiao Zhang , Lei Zhu , James Hallinan , Andrew Makmur , Shengyu Zhang , Qingpeng Cai , Beng Chin Ooi

* CVPR 2022 
* 11 pages 

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MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning



Wenqiao Zhang , Haochen Shi , Jiannan Guo , Shengyu Zhang , Qingpeng Cai , Juncheng Li , Sihui Luo , Yueting Zhuang


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A Survey on Deep Reinforcement Learning for Data Processing and Analytics



Qingpeng Cai , Can Cui , Yiyuan Xiong , Wei Wang , Zhongle Xie , Meihui Zhang

* 39 pages, 5 figures and 2 tables 

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Softmax Deep Double Deterministic Policy Gradients



Ling Pan , Qingpeng Cai , Longbo Huang

* NeurIPS 2020 

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Generator and Critic: A Deep Reinforcement Learning Approach for Slate Re-ranking in E-commerce



Jianxiong Wei , Anxiang Zeng , Yueqiu Wu , Peng Guo , Qingsong Hua , Qingpeng Cai


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Multi-Path Policy Optimization



Ling Pan , Qingpeng Cai , Longbo Huang


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