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Price-Based Residential Demand Response Management in Smart Grids: A Reinforcement Learning-Based Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 123-134
作者:  Yanni Wan;  Jiahu Qin;  Xinghuo Yu;  Tao Yang;  Yu Kang
Adobe PDF(3181Kb)  |  收藏  |  浏览/下载：178/30  |  提交时间：2021/11/03
Demand response management (DRM)  Markovian decision process (MDP)  Monte Carlo simulation  reinforcement learning (RL)  smart grid  
Cubature Kalman Filter Under Minimum Error Entropy With Fiducial Points for INS/GPS Integration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 450-465
作者:  Lujuan Dang;  Badong Chen;  Yulong Huang;  Yonggang Zhang;  Haiquan Zhao
Adobe PDF(11652Kb)  |  收藏  |  浏览/下载：144/30  |  提交时间：2022/03/09
Cubature Kalman filter (CKF)  inertial navigation system (INS)/global positioning system (GPS) integration  minimum error entropy with fiducial points (MEEF)  non-Gaussian noise  
Autonomous Maneuver Decisions via Transfer Learning Pigeon-Inspired Optimization for UCAVs in Dogfight Engagements 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1639-1657
作者:  Wanying Ruan;  Haibin Duan;  Yimin Deng
Adobe PDF(4650Kb)  |  收藏  |  浏览/下载：164/68  |  提交时间：2022/08/19
Autonomous maneuver decisions  dogfight engagement  game mixed strategy  transfer learning pigeon-inspired optimization (TLPIO)  unmanned combat aerial vehicle (UCAV)  
Knowledge Learning With Crowdsourcing: A Brief Review and Systematic Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 749-762
作者:  Jing Zhang
Adobe PDF(1291Kb)  |  收藏  |  浏览/下载：139/28  |  提交时间：2022/04/24
Crowdsourcing  data fusion  learning from crowds  learning paradigms  learning with uncertainty  
Cooperative and Competitive Multi-Agent Systems: From Optimization to Games 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 763-783
作者:  Jianrui Wang;  Yitian Hong;  Jiali Wang;  Jiapeng Xu;  Yang Tang;  Qing-Long Han;  Jürgen Kurths
Adobe PDF(8407Kb)  |  收藏  |  浏览/下载：189/53  |  提交时间：2022/04/24
Cooperative games  counterfactual regret min- imization  distributed optimization  federated optimization  fictitious self-play  mean field games  multi-agent reinforcement learning  non-cooperative games  
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138
作者:  Bingjie Li;  Guohua Wu;  Yongming He;  Mingfeng Fan;  Witold Pedrycz
Adobe PDF(2802Kb)  |  收藏  |  浏览/下载：413/249  |  提交时间：2022/06/27
End-to-end approaches  learning-based optimization (LBO) algorithms  reinforcement learning  step-by-step approaches  vehicle routing problem (VRP)  
The DAO to MetaControl for MetaSystems in Metaverses: The System of Parallel Control Systems for Knowledge Automation and Control Intelligence in CPSS 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1899-1908
作者:  Fei-Yue Wang
Adobe PDF(2950Kb)  |  收藏  |  浏览/下载：99/24  |  提交时间：2022/10/09
On the System Performance of Mobile Edge Computing in an Uplink NOMA WSN With a Multiantenna Access Point Over Nakagami-m Fading 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 668-685
作者:  Van-Truong Truong, Van Nhan Vo, Dac-Binh Ha, Chakchai So-In
Adobe PDF(3896Kb)  |  收藏  |  浏览/下载：147/49  |  提交时间：2022/03/09
Mobile edge computing (MEC),Nakagami-m fading,offloading,selection combining (SC)/maximal ratio combining (MRC),successful computation probability (SCP),uplink nonorthogonal multiple access (NOMA),wireless sensor networks (WSNs)  
Variance-Constrained Filtering Fusion for Nonlinear Cyber-Physical Systems With the Denial-of-Service Attacks and Stochastic Communication Protocol 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 978-989
作者:  Hang Geng;  Zidong Wang;  Yun Chen;  Xiaojian Yi;  Yuhua Cheng
Adobe PDF(1727Kb)  |  收藏  |  浏览/下载：169/52  |  提交时间：2022/05/30
Cyber-physical system (CPS)  denial-of-service attack  stochastic communication protocol (SCP)  variance-constrained filtering fusion  
Dynamic Scheduling and Path Planning of Automated Guided Vehicles in Automatic Container Terminal 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 2005-2019
作者:  Lijun Yue;  Houming Fan
Adobe PDF(6990Kb)  |  收藏  |  浏览/下载：149/46  |  提交时间：2022/10/09
Automated container terminal  dynamic scheduling  path planning  Q-Learning algorithm  rule-based heuristic algorithm