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| Dynamic Event-Triggered Control of Continuous-Time Systems With Random Impulses 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2292-2299
作者: Meng Yao; Guoliang Wei
 Adobe PDF(1200Kb) |  收藏 | 浏览/下载：88/33 | 提交时间：2023/10/31
Dynamic event-triggered mechanisms input-to-state stability networked impulsive systems random impulses |
| Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2233-2247
作者: Hongyu Ding; Yuanze Tang; Qing Wu; Bo Wang; Chunlin Chen; Zhi Wang
Adobe PDF(5205Kb) | 收藏 | 浏览/下载：97/32 | 提交时间：2023/10/31
Dynamic environments goal-conditioned reinforcement learning magnetic field reward shaping |
| Intelligent Electric Vehicle Charging Scheduling in Transportation-Energy Nexus With Distributional Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2171-2173
作者: Tao Chen; Ciwei Gao
Adobe PDF(577Kb) | 收藏 | 浏览/下载：49/23 | 提交时间：2023/09/22 |
| Human-Like Decision-Making of Autonomous Vehicles in Dynamic Traffic Scenarios 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1905-1917
作者: Tangyike Zhang; Junxiang Zhan; Jiamin Shi; Jingmin Xin; Nanning Zheng
Adobe PDF(2815Kb) | 收藏 | 浏览/下载：147/62 | 提交时间：2023/09/07
Autonomous vehicles decision-making driving behavior human-like driving |
| How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者: Hongyi Lin; Yang Liu; Shen Li; Xiaobo Qu
Adobe PDF(1497Kb) | 收藏 | 浏览/下载：133/84 | 提交时间：2023/08/10
Autonomous driving generative adversarial network (GAN) intelligent transportation system (ITS) traffic anomaly inspection traffic flow |
| Echo State Network With Probabilistic Regularization for Time Series Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
作者: Xiufang Chen; Mei Liu; Shuai Li
Adobe PDF(3459Kb) | 收藏 | 浏览/下载：76/30 | 提交时间：2023/07/20
Echo state network (ESN) noise probabilistic regularization robustness |
| Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1668-1691
作者: Xinya Wang; Qian Hu; Yingsong Cheng; Jiayi Ma
Adobe PDF(22541Kb) | 收藏 | 浏览/下载：82/19 | 提交时间：2023/07/20
Deep learning hyperspectral image image fusion image super-resolution survey |
| MUTS-Based Cooperative Target Stalking for A Multi-USV System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1582-1592
作者: Chengcheng Wang; Yulong Wang; Qing-Long Han; Yunkai Wu
Adobe PDF(4293Kb) | 收藏 | 浏览/下载：89/36 | 提交时间：2023/06/14
Cooperative target stalking improved deep reinforcement learning multi-unmanned surface vehicle (multi-USV) systems V-type probabilistic data extraction |
| Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1530-1543
作者: Guijun Ma; Zidong Wang; Weibo Liu; Jingzhong Fang; Yong Zhang ; Han Ding; Ye Yuan
Adobe PDF(4250Kb) | 收藏 | 浏览/下载：138/60 | 提交时间：2023/06/14
Deep transfer learning domain adaptation hyperparameter selection lithium-ion batteries (LIBs) particle swarm optimization state of health estimation (SOH) |
| Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461
作者: Xiaoyu Jiang; Xiangyin Kong; Zhiqiang Ge
Adobe PDF(25936Kb) | 收藏 | 浏览/下载：116/39 | 提交时间：2023/05/29
Curse of dimensionality data augmentation data-driven modeling industrial processes machine learning |
