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Radon Inversion via Deep Learning

Aug 09, 2018
Ji He, Jianhua Ma


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Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads

Apr 20, 2017
Ji He, Mari Ostendorf, Xiaodong He


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Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads

Sep 17, 2016
Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng

* To be published in EMNLP 2016, 11 pages 

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Deep Reinforcement Learning with a Natural Language Action Space

Jun 08, 2016
Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf

* accepted by ACL 2016 

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Recurrent Reinforcement Learning: A Hybrid Approach

Nov 19, 2015
Xiujun Li, Lihong Li, Jianfeng Gao, Xiaodong He, Jianshu Chen, Li Deng, Ji He

* 11 pages, 6 figures 

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End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture

Nov 01, 2015
Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng

* Proc. NIPS 2015 

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