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Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
Authors:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
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Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
Data-Driven Active Disturbance Rejection Control of Plant-Protection Unmanned Ground Vehicle Prototype: A Fuzzy Indirect Iterative Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1892-1894
Authors:  Tao Chen;  Ruiyuan Zhao;  Jian Chen;  Zichao Zhang
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A Novel Scalable Fault-Tolerant Control Design for DC Microgrids With Nonuniform Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1886-1888
Authors:  Aimin Wang;  Minrui Fei;  Dajun Du;  Yang Song
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Stability Analysis of a Class of Nonlinear Fractional Differential Systems With Riemann-Liouville Derivative 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1883-1885
Authors:  Ruoxun Zhang;  Shiping Yang;  Shiwen Feng
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Data-Driven Adaptive Predictive Control Method With Autotuned Weighting Factor for Nonlinear Systems Using Triangular Dynamic Linearization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1880-1882
Authors:  Zhong-Hua Pang;  Yumo Zhang;  Xueyuan Sun;  Shengnan Gao;  Guo-Ping Liu
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A Probabilistic Approach for Predicting Vessel Motion 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1877-1879
Authors:  Qi Hu;  Jingyi Liu;  Zongyu Zuo
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Distributed Fault Estimation for Nonlinear Systems With Sensor Saturation and Deception Attacks Using Stochastic Communication Protocols 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1865-1876
Authors:  Weiwei Sun;  Xinci Gao;  Lusong Ding;  Xiangyu Chen
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Actuator fault  deception attacks  distributed estimation  sensor saturation  stochastic communication protocol (SCP)  
Novel Adaptive Memory Event-Triggered-Based Fuzzy Robust Control for Nonlinear Networked Systems via the Differential Evolution Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1836-1848
Authors:  Wei Qian;  Yanmin Wu;  Bo Shen
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Adaptive memory event-triggered (AMET)  differential evolution algorithm  fuzzy optimization robust control  interval type-2 (IT2) fuzzy technique  
Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1819-1835
Authors:  Kangjia Qiao;  Jing Liang;  Kunjie Yu;  Xuanxuan Ban;  Caitong Yue;  Boyang Qu;  Ponnuthurai Nagaratnam Suganthan
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Constrained multi-objective optimization (CMOPs)  evolutionary multitasking  knowledge transfer  single constraint  
A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785
Authors:  Xiaofeng Yuan;  Weiwei Xu;  Yalin Wang;  Chunhua Yang;  Weihua Gui
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Deep residual partial least squares (DRPLS)  nonlinear function  quality prediction  soft sensor