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| Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1686-1696
作者: Chenghao Liu; Fei Zhu ; Quan Liu; Yuchen Fu
 Adobe PDF(5095Kb) |  收藏 | 浏览/下载：134/48 | 提交时间：2021/09/03
Hierarchical control hierarchical reinforcement learning option sparse reward sub-goal |
| MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者: Ke Zhang; Yukun Su; Xiwang Guo; Liang Qi; Zhenbing Zhao
Adobe PDF(13892Kb) | 收藏 | 浏览/下载：131/22 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476
作者: Donglei Zheng; Le Zhou; Zhihuan Song
Adobe PDF(1388Kb) | 收藏 | 浏览/下载：186/73 | 提交时间：2021/06/11
Fault detection kernel method multi-rate process probability principal component analysis (PPCA) |
| Development of Granular Fuzzy Relation Equations Based on a Subset of Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1416-1427
作者: Dan Wang; Xiubin Zhu; Witold Pedycz; Zhenhua Yu; Zhiwu Li
Adobe PDF(1808Kb) | 收藏 | 浏览/下载：185/52 | 提交时间：2021/06/11
A subset of data granular fuzzy relation equations interval-valued fuzzy relation particle swarm optimization (PSO) |
| A Novel Rolling Bearing Vibration Impulsive Signals Detection Approach Based on Dictionary Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1188-1198
作者: Chuan Sun; Hongpeng Yin; Yanxia Li; Yi Chai
Adobe PDF(2639Kb) | 收藏 | 浏览/下载：201/49 | 提交时间：2021/06/11
Dictionary learning impulsive signals detection K-clustering with singular value decomposition (K-SVD) minimum entropy deconvolution rolling bearing signal processing |
| Zoning Search With Adaptive Resource Allocating Method for Balanced and Imbalanced Multimodal Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1163-1176
作者: Qinqin Fan; Okan K. Ersoy
Adobe PDF(3817Kb) | 收藏 | 浏览/下载：131/41 | 提交时间：2021/06/11
Computational resource allocation decision space decomposition evolutionary computation multimodal multi-objective optimization |
| Distributed Fault-Tolerant Containment Control for Nonlinear Multi-Agent Systems Under Directed Network Topology via Hierarchical Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 806-816
作者: Shuyi Xiao; Jiuxiang Dong
Adobe PDF(3505Kb) | 收藏 | 浏览/下载：181/50 | 提交时间：2021/04/09
Adaptive fault-tolerant control directed network topology distributed control hierarchical control multi-agent systems (MASs) |
| Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 796-805
作者: Di Wu; Xin Luo
Adobe PDF(2415Kb) | 收藏 | 浏览/下载：155/61 | 提交时间：2021/04/09
High-dimensional and sparse matrix L1-norm L2-norm latent factor model recommender system smooth L1-norm |
| Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 718-752
作者: Othmane Friha; Mohamed Amine Ferrag; Lei Shu; Leandros Maglaras; Xiaochan Wang
Adobe PDF(46102Kb) | 收藏 | 浏览/下载：214/31 | 提交时间：2021/04/09
Agricultural internet of things (IoT) internet of things (IoT) smart agriculture smart farming sustainable agriculture |
| Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
作者: Dezhen Xiong; Daohui Zhang; Xingang Zhao; Yiwen Zhao
Adobe PDF(3921Kb) | 收藏 | 浏览/下载：209/39 | 提交时间：2021/04/09
Accuracy deep learning electromyography (EMG) human-machine interaction (HMI) robustness |
