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| Data-Driven Learning Control Algorithms for Unachievable Tracking Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者: Zeyi Zhang; Hao Jiang; Dong Shen; Samer S. Saab
 Adobe PDF(1892Kb) |  收藏 | 浏览/下载：103/68 | 提交时间：2024/01/02
Data-driven algorithms incomplete information iterative learning control gradient information unachievable problems |
| Decentralized Optimal Control and Stabilization of Interconnected Systems With Asymmetric Information 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 698-707
作者: Na Wang; Xiao Liang ; Hongdan Li; Xiao Lu
Adobe PDF(1683Kb) | 收藏 | 浏览/下载：36/15 | 提交时间：2024/02/19
Asymmetric information decentralized control forward-backward stochastic difference equations interconnected system stalibization |
| Sequential Inverse Optimal Control of Discrete-Time Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 608-621
作者: Sheng Cao; Zhiwei Luo; Changqin Quan
 Adobe PDF(2127Kb) | 收藏 | 浏览/下载：31/13 | 提交时间：2024/02/19
Inverse optimal control promised calculation step sequential calculation |
| Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238
作者: Qinchen Yang; Fukai Zhang; Cong Wang
Adobe PDF(4415Kb) | 收藏 | 浏览/下载：15/6 | 提交时间：2024/04/10
Adaptive neural control (ANC) deterministic learning (DL) neural network (NN) robot manipulators |
| 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 |
| UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445
作者: Jiawen Kang; Junlong Chen; Minrui Xu; Zehui Xiong; Yutao Jiao; Luchao Han; Dusit Niyato; Yongju Tong; Shengli Xie
Adobe PDF(6097Kb) | 收藏 | 浏览/下载：51/12 | 提交时间：2024/01/23
Avatar blockchain metaverses multi-agent deep reinforcement learning transformer UAVs |
| 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：121/61 | 提交时间：2023/04/26
Big data analysis. cryptocurrency transaction network embedding (CTNE) dynamic network network embedding network representation static network |
| Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1716-1729
作者: Weiliang Zuo; Jingmin Xin; Changnong Liu; Nanning Zheng; Akira Sano
Adobe PDF(2011Kb) | 收藏 | 浏览/下载：68/30 | 提交时间：2023/07/20
Capon beamformer direction-of-arrival (DOA) estimation large-sample mean-squared-error (MSE) subspace-based methods uniform linear array |
| Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者: Sibo Cheng; César Quilodrán-Casas; Said Ouala; Alban Farchi; Che Liu; Pierre Tandeo; Ronan Fablet; Didier Lucor; Bertrand Iooss; Julien Brajard; Dunhui Xiao; Tijana Janjic; Weiping Ding; Yike Guo; Alberto Carrassi; Marc Bocquet; Rossella Arcucci
Adobe PDF(17725Kb) | 收藏 | 浏览/下载：86/28 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| Subspace Identification for Closed-Loop Systems With Unknown Deterministic Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2248-2257
作者: Kuan Li; Hao Luo; Yuchen Jiang; Dejia Tang; Hongyan Yang
Adobe PDF(1548Kb) | 收藏 | 浏览/下载：100/27 | 提交时间：2023/10/31
Bernstein polynomial closed-loop system subspace identification unknown deterministic disturbances |
