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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：313/63  |  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：298/67  |  提交时间：2021/12/28
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN  
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：248/0  |  提交时间：2020/03/30
Urban scene  Piecewise planar stereo  Markov Random Field  Image over-segmentation  Convolutional neural network  
DNA computing inspired deep networks design 期刊论文
NEUROCOMPUTING, 2020, 卷号: 382, 页码: 140-147
作者:  Zhong, Guoqiang;  Li, Tao;  Jiao, Wencong;  Wang, Li-Na;  Dong, Junyu;  Liu, Cheng-Lin
收藏  |  浏览/下载：247/0  |  提交时间：2020/03/30
Deep neural networks  DNA computing  Automatic architecture design  Image classification