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VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
Authors:  Wei, Qinglai;  Li, Yugu;  Zhang, Jie;  Wang, Fei-Yue
Favorite  |  View/Download:22/0  |  Submit date:2022/07/25
Mathematical models  Task analysis  Games  Q-learning  Neural networks  Behavioral sciences  Training  Deep learning  graph attention networks (GATs)  multiagent systems  reinforcement learning  
Attention Enhanced Reinforcement Learning for Multi agent Cooperation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
Authors:  Pu, Zhiqiang;  Wang, Huimu;  Liu, Zhen;  Yi, Jianqiang;  Wu, Shiguang
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Training  Reinforcement learning  Games  Scalability  Task analysis  Standards  Optimization  Attention mechanism  deep reinforcement learning (DRL)  graph convolutional networks  multi agent systems  
Attention enhanced reinforcement learning for multi-agent cooperation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 期号: 2022, 页码: 1-15
Authors:  Zhiqiang Pu;  Huimu Wang;  Zhen Liu;  Jianqiang Yi;  Shiguang Wu
Adobe PDF(2967Kb)  |  Favorite  |  View/Download:31/2  |  Submit date:2022/04/02
Attention mechanism  deep reinforcement learning (DRL)  graph convolutional networks  multi agent systems  
基于图神经网络的公共交通客流量预测方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  张伟
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公共交通客流量预测  图神经网络  注意力机制  自适应图学习  
Learning Network-Invariant and Label-Discriminative Representations for Cross-Network Node Classification 会议论文
2021 China Automation Congress (CAC), Beijing, 2021-10-22
Authors:  Yang, Linyao;  Xu, Yancai;  Hou, Jiachen;  Dai, Yuxin;  Lv, Chen
Adobe PDF(910Kb)  |  Favorite  |  View/Download:22/3  |  Submit date:2022/06/21
Transfer learning  node classification  Sinkhorn distance  linear discriminative analysis  
Graph-based neural networks for explainable image privacy inference 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 105, 期号: 0, 页码: 12
Authors:  Yang, Guang;  Cao, Juan;  Chen, Zhineng;  Guo, Junbo;  Li, Jintao
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Image privacy protection  Graph neural networks  Image classification  
Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks 会议论文
, New York, 2020-2
Authors:  Zichang Tan;  Yang Yang;  Jun Wan;  Guodong Guo;  Stan Z. Li
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Deep Learning, Pedestrian Attribute Recognition