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| 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：176/109 | 提交时间：2024/01/02 |
| 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：37/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343
作者: Yijing Xie; Yichen Zhang; Wei-Jen Lee; Zongli Lin; Yacov A. Shamash
Adobe PDF(798Kb) | 收藏 | 浏览/下载：50/20 | 提交时间：2024/01/23
Climate change renewable energy resources resilience smart grids virtual power plants (VPPs) |
| A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501
作者: Nianyin Zeng; Xinyu Li; Peishu Wu; Han Li; Xin Luo
 Adobe PDF(12478Kb) | 收藏 | 浏览/下载：56/16 | 提交时间：2024/01/23
Attention mechanism knowledge distillation (KD) object detection tensor decomposition (TD) unmanned aerial vehicles (UAVs) |
| A Feature-Aided Multiple Model Algorithm for Maneuvering Target Tracking 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 566-568
作者: Yiwei Tian; Meiqin Liu; Senlin Zhang; Ronghao Zheng; Shanling Dong
Adobe PDF(908Kb) | 收藏 | 浏览/下载：76/23 | 提交时间：2024/01/23 |
| A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 377-390
作者: Honghao Zhu; MengChu Zhou; Yu Xie; Aiiad Albeshri
Adobe PDF(2674Kb) | 收藏 | 浏览/下载：38/16 | 提交时间：2024/01/23
Credit card fraud detection (CCFD) dandelion algorithm (DA) feature selection normal sowing operator |
| Dual-Prior Integrated Image Reconstruction for Quanta Image Sensors Using Multi-Agent Consensus Equilibrium 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1407-1420
作者: Dan Zhang ; Qiusheng Lian; Yueming Su; Tengfei Ren
Adobe PDF(35567Kb) | 收藏 | 浏览/下载：66/19 | 提交时间：2023/05/29
Dual prior image reconstruction multi-agent consensus equilibrium (MACE) quanta image sensors (QIS) |
| Anti-Disturbance Control for Tethered Aircraft System With Deferred Output Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 474-485
作者: Mengshi Song; Fan Zhang; Bingxiao Huang; Panfeng Huang
Adobe PDF(2779Kb) | 收藏 | 浏览/下载：196/63 | 提交时间：2023/01/16
Anti-disturbance control deferred output constraint extended state observer shifting function tethered aircraft system (TAS) |
| A Length-Adaptive Non-Dominated Sorting Genetic Algorithm for Bi-Objective High-Dimensional Feature Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1834-1844
作者: Yanlu Gong; Junhai Zhou; Quanwang Wu; MengChu Zhou; Junhao Wen
Adobe PDF(1308Kb) | 收藏 | 浏览/下载：75/40 | 提交时间：2023/08/10
Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| MPC-based Motion Planning and Control Enables Smarter and Safer Autonomous Marine Vehicles: Perspectives and a Tutorial Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 8-24
作者: Henglai Wei; Yang Shi
Adobe PDF(10538Kb) | 收藏 | 浏览/下载：134/19 | 提交时间：2023/01/03
Autonomous marine vehicles (AMVs) model predictive control (MPC) motion control motion planning |
