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Decentralized Circle Formation Control for Fish-like Robots in the Real-world via Reinforcement Learning


Mar 09, 2021
Tianhao Zhang, Yueheng Li, Shuai Li, Qiwei Ye, Chen Wang, Guangming Xie

* to be published in ICRA2021 

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Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator


Apr 05, 2020
Yuxuan Song, Qiwei Ye, Minkai Xu, Tie-Yan Liu

* 17 pages, 9 figures, pre-submmited to cvpr2019 

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Suphx: Mastering Mahjong with Deep Reinforcement Learning


Apr 01, 2020
Junjie Li, Sotetsu Koyamada, Qiwei Ye, Guoqing Liu, Chao Wang, Ruihan Yang, Li Zhao, Tao Qin, Tie-Yan Liu, Hsiao-Wuen Hon


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Beyond Exponentially Discounted Sum: Automatic Learning of Return Function


May 28, 2019
Yufei Wang, Qiwei Ye, Tie-Yan Liu


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Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy


May 28, 2019
Ruihan Yang, Qiwei Ye, Tie-Yan Liu


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$\mathcal{G}$-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space


Oct 09, 2018
Qi Meng, Wei Chen, Shuxin Zheng, Huishuai Zhang, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu


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A Communication-Efficient Parallel Algorithm for Decision Tree


Nov 04, 2016
Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu


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