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Multitask Policy Adversarial Learning for Human-Level Control With Large State Spaces 期刊论文
IEEE Transactions on Industrial Informatics Information, 2019, 卷号: 15, 期号: 4, 页码: 2395-2404
作者:  Wang JP(王军平);  You Kang Shi;  Wen Sheng Zhang;  Ian Thomas;  Shi Hui Duan
Adobe PDF(2547Kb)  |  收藏  |  浏览/下载：115/39  |  提交时间：2023/05/05
Beam-pointing drift prediction in pulsed lasers by a probabilistic learning approach 期刊论文
Applied Optics, 2019, 卷号: 58, 期号: 4, 页码: 948-953
作者:  Chang Hui;  Fan Zhongwei;  Qiu Jisi;  Ge Wenqi;  Wang Haocheng;  Yan Ying;  Tang XiongXin;  Yuan Hong
Adobe PDF(971Kb)  |  收藏  |  浏览/下载：112/48  |  提交时间：2023/04/25
Local-Aggregation Graph Networks 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, 期号: 1, 页码: 1
作者:  Chang, Jianlong
浏览  |  Adobe PDF(2735Kb)  |  收藏  |  浏览/下载：207/72  |  提交时间：2020/06/11
Local-aggregation function, local-aggregation graph neural network, non-Euclidean structured signal.  
Connecting Model-Based and Model-Free Control With Emotion Modulation in Learning Systems 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 卷号: 10, 期号: 4, 页码: 1-15
作者:  Huang, Xiao;  Wu, Wei;  Qiao, Hong
浏览  |  Adobe PDF(1614Kb)  |  收藏  |  浏览/下载：271/90  |  提交时间：2020/06/09
Brain-inspired computing  decision-making  emotion modulation  emotion-cognition interactions  reinforcement learning  
Energy-Efficient IoT Service Composition for Concurrent Timed Applications 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 2019, 2019, 2019, 2019, 卷号: 100, 100, 100, 100, 100, 页码: 1017-1030, 1017-1030, 1017-1030, 1017-1030, 1017-1030
作者:  Sun, Mengyu;  Zhou, Zhangbing;  Wang, Junping;  Du, Chu;  Gaaloul, Walid
Adobe PDF(1192Kb)  |  收藏  |  浏览/下载：252/45  |  提交时间：2020/03/30
IoT service composition  Temporal constraints  Concurrent requests  Energy efficiency  IoT service composition  Temporal constraints  IoT service composition  IoT service composition  IoT service composition  Concurrent requests  Temporal constraints  Temporal constraints  Temporal constraints  Energy efficiency  Concurrent requests  Concurrent requests  Concurrent requests  Energy efficiency  Energy efficiency  Energy efficiency  
Feature Aggregation With Reinforcement Learning for Video-Based Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 12, 页码: 3847-3852
作者:  Zhang, Wei;  He, Xuanyu;  Lu, Weizhi;  Qiao, Hong;  Li, Yibin
收藏  |  浏览/下载：313/0  |  提交时间：2020/03/30
Feature extraction  Task analysis  Cameras  Noise measurement  Learning systems  Reinforcement learning  Feature aggregation  reinforcement learning (RL)  sequential decision making  video-based person re-identification (re-id)  
Parallel Building: A Complex System Approach for Smart Building Energy Management 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2019, 卷号: 6, 期号: 6, 页码: 1452-1461
作者:  Almalaq, Abdulaziz;  Hao, Jun;  Zhang, Jun Jason;  Wang, Fei-Yue
收藏  |  浏览/下载：249/0  |  提交时间：2020/03/30
ACP theory  artificial intelligence  data acquisition  deep learning (DL)  energy consumption  machine learning  parallel energy prediction  prediction algorithms  smart grid  
Surface Defects Detection Based on Adaptive Multiscale Image Collection and Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 卷号: 68, 期号: 12, 页码: 4787-4797
作者:  Sun, Jia;  Wang, Peng;  Luo, Yong-Kang;  Li, Wanyi
浏览  |  Adobe PDF(4530Kb)  |  收藏  |  浏览/下载：267/86  |  提交时间：2020/03/30
Inspection  Surface treatment  Training  Metals  Task analysis  Instruments  Visualization  Adaptive multiscale image collection (AMIC)  convolutional neural networks (CNNs)  image classification  surface inspection  
Linguistic Dynamic Analysis and Evaluation Based on Partially Connected Type-2 Fuzzy Sets 期刊论文
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 卷号: 21, 期号: 7, 页码: 2147-2154
作者:  Mo, Hong;  Wei, Linli;  Zhao, Xuanming;  Zeng, Yaqiong;  Li, Runze;  Wang, F. -Y
收藏  |  浏览/下载：178/0  |  提交时间：2020/03/30
Type-2 fuzzy sets  Linguistic dynamic system (LDS)  Type-2 fuzzy comprehension evaluation  
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3115-3127
作者:  Yu, Shaowei;  Yang, Xuebing;  Zhang, Wensheng
浏览  |  Adobe PDF(1959Kb)  |  收藏  |  浏览/下载：307/42  |  提交时间：2020/03/30
Graph convolutional network  Semi-supervised learning  Prior knowledge  Node classification