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| 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：130/31 | 提交时间：2023/10/31
Bernstein polynomial closed-loop system subspace identification unknown deterministic disturbances |
| 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：107/35 | 提交时间：2023/10/31
Dynamic environments goal-conditioned reinforcement learning magnetic field reward shaping |
| Coupled Dynamics and Integrated Control for Position and Attitude Motions of Spacecraft: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2187-2208
作者: Feng Zhang; Guangren Duan
Adobe PDF(1737Kb) | 收藏 | 浏览/下载：142/45 | 提交时间：2023/10/31
Coupled position and attitude dynamic modeling integrated position and attitude control position and attitude coupling analysis spacecraft space missions |
| Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167
作者: Haonan Huang; Guoxu Zhou; Naiyao Liang; Qibin Zhao; Shengli Xie
Adobe PDF(3206Kb) | 收藏 | 浏览/下载：142/41 | 提交时间：2023/09/22
Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| Multi-Objective Optimization for an Industrial Grinding and Classification Process Based on PBM and RSM 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2124-2135
作者: Xiaoli Wang; Luming Liu; Lian Duan; Qian Liao
Adobe PDF(5258Kb) | 收藏 | 浏览/下载：89/35 | 提交时间：2023/09/22
Decision-making technique grinding process multi-objective optimization response surface method (RSM) |
| An Optimal Control-Based Distributed Reinforcement Learning Framework for A Class of Non-Convex Objective Functionals of the Multi-Agent Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2081-2093
作者: Zhe Chen; Ning Li
Adobe PDF(3366Kb) | 收藏 | 浏览/下载：69/25 | 提交时间：2023/09/22
Distributed optimization multi-agent optimal control reinforcement learning (RL) |
| Containment-Based Multiple PCC Voltage Regulation Strategy for Communication Link and Sensor Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2045-2055
作者: Meina Zhai; Qiuye Sun; Rui Wang; Huaguang Zhang
Adobe PDF(2037Kb) | 收藏 | 浏览/下载：85/36 | 提交时间：2023/09/22
Communication link faults directed graph fully distributed control voltage regulation control |
| Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809
作者: Ding Wang ; Jiangyu Wang; Mingming Zhao; Peng Xin; Junfei Qiao
Adobe PDF(5140Kb) | 收藏 | 浏览/下载：150/60 | 提交时间：2023/08/10
Adaptive critic artificial neural networks Hamilton-Jacobi-Bellman (HJB) equation multi-step heuristic dynamic programming multi-step reinforcement learning optimal control |
| Neural-Network-Based Adaptive Finite-Time Control for a Two-Degree-of-Freedom Helicopter System With an Event-Triggering Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1754-1765
作者: Zhijia Zhao; Jian Zhang; Shouyan Chen; Wei He; Keum-Shik Hong
Adobe PDF(10305Kb) | 收藏 | 浏览/下载：123/30 | 提交时间：2023/07/20
Adaptive neural-network control event-triggering mechanism (ETM) finite time two-degree-of-freedom helicopter |
| 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：89/35 | 提交时间：2023/07/20
Echo state network (ESN) noise probabilistic regularization robustness |
