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Consensus Learning for Cooperative Multi-Agent Reinforcement Learning



Zhiwei Xu , Bin Zhang , Dapeng Li , Zeren Zhang , Guangchong Zhou , Guoliang Fan

* Preliminary version 

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Contrastive Learning of Coarse-Grained Force Fields



Xinqiang Ding , Bin Zhang


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Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning



Zhiwei Xu , Dapeng Li , Bin Zhang , Yuan Zhan , Yunpeng Bai , Guoliang Fan

* 10 pages, 7 figures, 2 tables 

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Efficient Cooperation Strategy Generation in Multi-Agent Video Games via Hypergraph Neural Network



Bin Zhang , Yunpeng Bai , Zhiwei Xu , Dapeng Li , Guoliang Fan

* 7 pages, 5 figures 

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ASFD: Automatic and Scalable Face Detector



Jian Li , Bin Zhang , Yabiao Wang , Ying Tai , ZhenYu Zhang , Chengjie Wang , Jilin Li , Xiaoming Huang , Yili Xia

* ACM MM2021 

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Neural Architecture Searching for Facial Attributes-based Depression Recognition



Mingzhe Chen , Xi Xiao , Bin Zhang , Xinyu Liu , Runiu Lu


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a novel attention-based network for fast salient object detection



Bin Zhang , Yang Wu , Xiaojing Zhang , Ming Ma


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Value Function Factorisation with Hypergraph Convolution for Cooperative Multi-agent Reinforcement Learning



Yunpeng Bai , Chen Gong , Bin Zhang , Guoliang Fan , Xinwen Hou

* 6 pages, 3 figures 

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Action Planning for Packing Long Linear Elastic Objects into Compact Boxes with Bimanual Robotic Manipulation



Wanyu Ma , Bin Zhang , Lijun Han , Shengzeng Huo , Hesheng Wang , David Navarro-Alarcon


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HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism



Zhiwei Xu , Yunpeng Bai , Bin Zhang , Dapeng Li , Guoliang Fan

* 11 pages, 5 figures, 2 tables 

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