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异策略深度强化学习中的经验回放研究综述 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 11, 页码: 2237-2256
作者:  胡子剑;  高晓光;  万开方;  张乐天;  汪强龙;  NERETINEvgeny
Adobe PDF(4679Kb)  |  收藏  |  浏览/下载:6/2  |  提交时间:2024/04/18
深度强化学习  异策略  经验回放  人工智能  
Dynamic Event-Triggered Quadratic Nonfragile Filtering for Non-Gaussian Systems: Tackling Multiplicative Noises and Missing Measurements 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1127-1138
作者:  Shaoying Wang;  Zidong Wang;  Hongli Dong;  Yun Chen;  Guoping Lu
Adobe PDF(1874Kb)  |  收藏  |  浏览/下载:10/5  |  提交时间:2024/04/10
Dynamic event-triggered scheme  missing measurements  multiplicative noises (MNs)  non-Gaussian noises  quadratic filter  
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载:17/4  |  提交时间:2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks  
A Fractional-Order Ultra-Local Model-Based Adaptive Neural Network Sliding Mode Control of n-DOF Upper-Limb Exoskeleton With Input Deadzone 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 760-781
作者:  Dingxin He;  HaoPing Wang;  Yang Tian;  Yida Guo
Adobe PDF(9812Kb)  |  收藏  |  浏览/下载:44/8  |  提交时间:2024/02/19
Adaptive control  input deadzone  model-free control  n-DOF upper-limb exoskeleton  neural network  
Distributed Economic MPC for Synergetic Regulation of the Voltage of an Island DC Micro-Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 734-745
作者:  Yi Zheng;  Yanye Wang;  Xun Meng;  Shaoyuan Li;  Hao Chen
Adobe PDF(3523Kb)  |  收藏  |  浏览/下载:54/20  |  提交时间:2024/02/19
Distributed model predictive control (DMPC)  Lyapunov-based model predictive control  micro-grid (MG)  voltage control  
Hybrid Dynamic Variables-Dependent Event-Triggered Fuzzy Model Predictive Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 723-733
作者:  Xiongbo Wan;  Chaoling Zhang;  Fan Wei;  Chuan-Ke Zhang;  Min Wu
Adobe PDF(2392Kb)  |  收藏  |  浏览/下载:32/11  |  提交时间:2024/02/19
Dynamic event-triggered mechanism (DETM)  hybrid dynamic variables  model predictive control (MPC)  robust positive invariant (RPI) set  T-S fuzzy systems  
Fault Estimation for a Class of Markov Jump Piecewise-Affine Systems: Current Feedback Based Iterative Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 418-429
作者:  Yanzheng Zhu;  Nuo Xu;  Fen Wu;  Xinkai Chen;  Donghua Zhou
Adobe PDF(5104Kb)  |  收藏  |  浏览/下载:32/12  |  提交时间:2024/01/23
Current feedback  fault estimation  iterative learning observer  Markov jump piecewise-affine system  
Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
作者:  Yuchuang Tong;  Haotian Liu;  Zhengtao Zhang
Adobe PDF(7587Kb)  |  收藏  |  浏览/下载:66/13  |  提交时间:2024/01/23
Future trends and challenges  humanoid robots  human-robot interaction  key technologies  potential applications  
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  
Security and Privacy in Solar Insecticidal Lamps Internet of Things: Requirements and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 58-73
作者:  Qingsong Zhao;  Lei Shu;  Kailiang Li;  Mohamed Amine Ferrag;  Ximeng Liu;  Yanbin Li
Adobe PDF(3374Kb)  |  收藏  |  浏览/下载:199/150  |  提交时间:2024/01/02
Challenges  Internet of Things (IoT)  privacy and security  security requirements  solar insecticidal lamps (SIL)