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Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
作者:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
Adobe PDF(2551Kb)  |  收藏  |  浏览/下载：290/60  |  提交时间：2022/06/06
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control  
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
作者:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
Adobe PDF(1244Kb)  |  收藏  |  浏览/下载：277/60  |  提交时间：2021/12/28
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN  
Mode-dependent guaranteed cost event-triggered synchronization for singular semi-markov jump neural networks with time delays 期刊论文
NEUROCOMPUTING, 2021, 卷号: 464, 页码: 265-272
作者:  Ji, Yidao;  Fu, Hang;  Wang, Chenan;  Wu, Wei
收藏  |  浏览/下载：220/0  |  提交时间：2021/11/04
Mode-dependent event-triggered   synchronization  Guaranteed cost synchronization  Singular semi-Markov jump neural   networks  Time delay  
Self-supervised graph representation learning via bootstrapping 期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 88-96
作者:  Che, Feihu;  Yang, Guohua;  Zhang, Dawei;  Tao, Jianhua;  Liu, Tong
Adobe PDF(1379Kb)  |  收藏  |  浏览/下载：345/58  |  提交时间：2021/11/03
Graph representation learning  Self-supervised  Bootstrapping  Graph neural network  
Effective piecewise planar modeling based on sparse 3D points and convolutional neural network 期刊论文
NEUROCOMPUTING, 2020, 卷号: 378, 页码: 350-363
作者:  Wang, Wei;  Gao, Wei;  Hu, Zhanyi
收藏  |  浏览/下载：236/0  |  提交时间：2020/03/30
Urban scene  Piecewise planar stereo  Markov Random Field  Image over-segmentation  Convolutional neural network  
A hierarchical contextual attention-based network for sequential recommendation 期刊论文
NEUROCOMPUTING, 2019, 卷号: 358, 页码: 141-149
作者:  Cui, Qiang;  Wu, Shu;  Huang, Yan;  Wang, Liang
浏览  |  Adobe PDF(545Kb)  |  收藏  |  浏览/下载：272/28  |  提交时间：2019/05/09
Sequential recommendation  Recurrent neural network  Short-term interest  Context  Attention mechanism  
Learning view invariant gait features with Two-Stream GAN 期刊论文
NEUROCOMPUTING, 2019, 卷号: 339, 期号: 2019, 页码: 245-254
作者:  Wang, Yanyun;  Song, Chunfeng;  Huang, Yan;  Wang, Zhenyu;  Wang, Liang
Adobe PDF(2222Kb)  |  收藏  |  浏览/下载：487/139  |  提交时间：2019/07/12
Gait recognition  Cross-veiw  Two-Stream GAN  
Multi-modal multi-view Bayesian semantic embedding for community question answering 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 期号: 1, 页码: 44-58
作者:  Lei Sang;  Min Xu;  Shengsheng Qian;  Xindong Wu
浏览  |  Adobe PDF(1780Kb)  |  收藏  |  浏览/下载：380/111  |  提交时间：2019/07/12
Community question answering  Semantic embedding  Multi-modal  Multi-view  Topic model  Word embedding  
A novel neural optimal control framework with nonlinear dynamics: Closed-loop stability and simulation verification 期刊论文
NEUROCOMPUTING, 2017, 卷号: 266, 页码: 353-360
作者:  Wang, Ding;  Mu, Chaoxu
Adobe PDF(1503Kb)  |  收藏  |  浏览/下载：303/63  |  提交时间：2018/03/03
Adaptive Dynamic Programming  Adaptive System  Learning Control  Neural Network  Optimal Regulator  Stability  
Adaptive tracking control for a class of continuous-time uncertain nonlinear systems using the approximate solution of HJB equation 期刊论文
NEUROCOMPUTING, 2017, 卷号: 260, 页码: 432-442
作者:  Mu, Chaoxu;  Sun, Changyin;  Wang, Ding;  Song, Aiguo
Adobe PDF(1555Kb)  |  收藏  |  浏览/下载：415/158  |  提交时间：2017/09/12
Adaptive Tracking Control  Hamilton-jacobi-bellman (Hjb) Equation  Adaptive Dynamic Programming (Adp)  Neural Networks  Uncertainties