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| MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150 作者: Qian Hu; Jiayi Ma; Yuan Gao; Junjun Jiang; Yixuan Yuan Adobe PDF(10937Kb)  |  收藏  |  浏览/下载:46/11  |  提交时间:2024/04/10 Compressive imaging deep unfolding network hyperspectral image |
| Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 982-995 作者: Tao Wang; Qiming Chen; Xun Lang; Lei Xie; Peng Li; Hongye Su Adobe PDF(3095Kb)  |  收藏  |  浏览/下载:78/24  |  提交时间:2024/03/18 Convolutional neural networks (CNNs) deep learning image processing oscillation detection process industries |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300 作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang Adobe PDF(1275Kb)  |  收藏  |  浏览/下载:66/23  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| Multimodal Data-Driven Reinforcement Learning for Operational Decision-Making in Industrial Processes 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 252-254 作者: Chenliang Liu; Yalin Wang; Chunhua Yang; Weihua Gui Adobe PDF(661Kb)  |  收藏  |  浏览/下载:221/122  |  提交时间:2024/01/02 |
| Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1704-1715 作者: Syed Ali Asad Rizvi; Amanda J. Pertzborn; Zongli Lin Adobe PDF(4532Kb)  |  收藏  |  浏览/下载:178/76  |  提交时间:2023/07/20 HVAC control optimal tracking Q-learning reinforcement learning (RL) |
| A Data-Based Feedback Relearning Algorithm for Uncertain Nonlinear Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1288-1303 作者: Chaoxu Mu; Yong Zhang; Guangbin Cai; Ruijun Liu; Changyin Sun Adobe PDF(4205Kb)  |  收藏  |  浏览/下载:246/114  |  提交时间:2023/04/26 Data episodes experience replay neural networks reinforcement learning (RL) uncertain systems |
| Coarse-to-Fine Video Instance Segmentation With Factorized Conditional Appearance Flows 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1192-1208 作者: Zheyun Qin; Xiankai Lu; Xiushan Nie; Dongfang Liu; Yilong Yin; Wenguan Wang Adobe PDF(42794Kb)  |  收藏  |  浏览/下载:94/27  |  提交时间:2023/04/26 Embedding learning generative model normalizing flows video instance segmentation (VIS) |
| A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1168-1180 作者: Zhenyu Lei; Shangce Gao; Zhiming Zhang; Haichuan Yang; Haotian Li Adobe PDF(4152Kb)  |  收藏  |  浏览/下载:172/63  |  提交时间:2023/04/26 Chaotic local search (CLS) evolutionary computation genetic learning particle swarm optimization (PSO) wake effect wind farm layout optimization (WFLO) |
| Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121 作者: Yue Zhou; Xin Luo; MengChu Zhou Adobe PDF(1723Kb)  |  收藏  |  浏览/下载:157/69  |  提交时间:2023/04/26 Big data analysis. cryptocurrency transaction network embedding (CTNE) dynamic network network embedding network representation static network |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631 作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang Adobe PDF(11937Kb)  |  收藏  |  浏览/下载:940/150  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |