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Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning


Aug 30, 2021
Shenao Zhang, Li Shen, Lei Han, Li Shen


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MHER: Model-based Hindsight Experience Replay


Jul 01, 2021
Rui Yang, Meng Fang, Lei Han, Yali Du, Feng Luo, Xiu Li

* 18 pages, 10 figures 

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Principled Exploration via Optimistic Bootstrapping and Backward Induction


May 17, 2021
Chenjia Bai, Lingxiao Wang, Lei Han, Jianye Hao, Animesh Garg, Peng Liu, Zhaoran Wang

* ICML 2021 

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TLeague: A Framework for Competitive Self-Play based Distributed Multi-Agent Reinforcement Learning


Nov 30, 2020
Peng Sun, Jiechao Xiong, Lei Han, Xinghai Sun, Shuxing Li, Jiawei Xu, Meng Fang, Zhengyou Zhang

* 21 pages, 3 figures, technical report 

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TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game


Nov 27, 2020
Lei Han, Jiechao Xiong, Peng Sun, Xinghai Sun, Meng Fang, Qingwei Guo, Qiaobo Chen, Tengfei Shi, Hongsheng Yu, Zhengyou Zhang

* 26 pages 

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Object Tracking by Least Spatiotemporal Searches


Jul 18, 2020
Zhiyong Yu, Lei Han, Chao Chen, Wenzhong Guo, Zhiwen Yu


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Triaging moderate COVID-19 and other viral pneumonias from routine blood tests


May 13, 2020
Forrest Sheng Bao, Youbiao He, Jie Liu, Yuanfang Chen, Qian Li, Christina R. Zhang, Lei Han, Baoli Zhu, Yaorong Ge, Shi Chen, Ming Xu, Liu Ouyang


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OccuSeg: Occupancy-aware 3D Instance Segmentation


Apr 08, 2020
Lei Han, Tian Zheng, Lan Xu, Lu Fang

* CVPR 2020, video this https URL https://youtu.be/co7y6LQ7Kqc 

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Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data


Nov 14, 2019
Lei Han, Juanzhen Sun, Wei Zhang

* double-column, 10 pages, 10 figures, 2 tables. accepted by IEEE Transactions on Geoscience and Remote Sensing. The copyright of this paper has been transferred to the IEEE, please comply with the copyright of the IEEE 

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A Three-dimensional Convolutional-Recurrent Network for Convective Storm Nowcasting


Nov 03, 2019
Wei Zhang, Wei Li, Lei Han

* 13 pages, 11 figures, accepted by 2019 IEEE International Conference on Big Knowledge The copyright of this paper has been transferred to the IEEE, please comply with the copyright of the IEEE 

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A Random Gossip BMUF Process for Neural Language Modeling


Oct 16, 2019
Yiheng Huang, Jinchuan Tian, Lei Han, Guangsen Wang, Xingcheng Song, Dan Su, Dong Yu

* 5 pages, 4 figures 

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Phrase-Level Class based Language Model for Mandarin Smart Speaker Query Recognition


Sep 02, 2019
Yiheng Huang, Liqiang He, Lei Han, Guangsen Wang, Dan Su

* 5 pages, 3 figures and 3 tables 

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Arena: a toolkit for Multi-Agent Reinforcement Learning


Jul 20, 2019
Qing Wang, Jiechao Xiong, Lei Han, Meng Fang, Xinghai Sun, Zhuobin Zheng, Peng Sun, Zhengyou Zhang

* 21 pages, 14 figures 

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GFF: Gated Fully Fusion for Semantic Segmentation


Apr 03, 2019
Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Kuiyuan Yang

* 10 pages,8 figures 

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RegNet: Learning the Optimization of Direct Image-to-Image Pose Registration


Dec 26, 2018
Lei Han, Mengqi Ji, Lu Fang, Matthias Nießner

* 8 pages, 6 figures 

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TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game


Nov 02, 2018
Peng Sun, Xinghai Sun, Lei Han, Jiechao Xiong, Qing Wang, Bo Li, Yang Zheng, Ji Liu, Yongsheng Liu, Han Liu, Tong Zhang


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Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space


Oct 10, 2018
Jiechao Xiong, Qing Wang, Zhuoran Yang, Peng Sun, Lei Han, Yang Zheng, Haobo Fu, Tong Zhang, Ji Liu, Han Liu


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Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression


Sep 13, 2018
Lei Han, Kean Ming Tan, Ting Yang, Tong Zhang


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Candidates vs. Noises Estimation for Large Multi-Class Classification Problem


Sep 13, 2018
Lei Han, Yiheng Huang, Tong Zhang

* Published in ICML 2018 

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Beyond SIFT using Binary features for Loop Closure Detection


Sep 18, 2017
Lei Han, Guyue Zhou, Lan Xu, Lu Fang

* IROS 2017 paper for loop closure detection 

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Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting


Mar 02, 2017
Wei Zhang, Lei Han, Juanzhen Sun, Hanyang Guo, Jie Dai

* 9 pages, 9 figures, 3 tables 

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MILD: Multi-Index hashing for Loop closure Detection


Feb 28, 2017
Lei Han, Lu Fang

* 6 pages, 5 figures; accepted by IEEE ICME 2017 

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Action2Activity: Recognizing Complex Activities from Sensor Data


Nov 07, 2016
Ye Liu, Liqiang Nie, Lei Han, Luming Zhang, David S Rosenblum

* IJCAI 2015 

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