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Neural-Network-Based Nonlinear Model Predictive Control for Piezoelectric Actuators 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 卷号: 62, 期号: 12, 页码: 7717-7727
Authors:  Cheng, Long;  Liu, Weichuan;  Hou, ZengGuang;  Yu, Junzhi;  Tan, Min
View  |  Adobe PDF(1541Kb)  |  Favorite  |  View/Download:179/95  |  Submit date:2016/01/18
Neuralnetworks  Nonlinearautoregressive-moving-average With Exogenous Inputs (Narmax)  Piezoelectric Actuator (Pea)  Predictive Control  
A novel policy iteration based deterministic Q-learning for discrete-time nonlinear systems 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2015, 卷号: 58, 期号: 12, 页码: 122203:1–122203:15
Authors:  Wei QingLai;  Liu DeRong;  Derong Liu
View  |  Adobe PDF(1215Kb)  |  Favorite  |  View/Download:90/41  |  Submit date:2016/03/19
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Q-learning  Policy Iteration  Neural Networks  Nonlinear Systems  Optimal Control  
Nonlinear neuro-optimal tracking control via stable iterative Q-learning algorithm 期刊论文
NEUROCOMPUTING, 2015, 卷号: 168, 期号: x, 页码: 520-528
Authors:  Wei, Qinglai;  Song, Ruizhuo;  Sun, Qiuye;  Qinglai Wei
View  |  Adobe PDF(2222Kb)  |  Favorite  |  View/Download:206/122  |  Submit date:2015/09/23
Adaptive Dynamic Programming  Approximate  Dynamic Programming  Q-learning  Optimal Tracking Control  Neural Networks  
Spiking neural network-based target tracking control for autonomous mobile robots 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2015, 卷号: 26, 期号: 8, 页码: 1839-1847
Authors:  Cao, Zhiqiang;  Cheng, Long;  Zhou, Chao;  Gu, Nong;  Wang, Xu;  Tan, Min
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Spiking Neural Network  Autonomous Mobile Robot  Spike Trains  Target Tracking  Hebbian Learning  
Distributed Control for Nonlinear Time-Delayed Multi-Agent Systems with Connectivity Preservation Using Neural Networks 会议论文
, Istanbul, Turkey, 2015-11-9~12
Authors:  Hongwen Ma;  Derong Liu;  Ding Wang
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Scalable Multi-objects meta-level coordinated learning in Internet of Things 期刊论文
Personal and Ubiquitous Computing, 2015, 卷号: 19, 期号: 7, 页码: 1133–1144
Authors:  Wang JP(王军平);  JUNPING WANG
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Coordinated  Multi-objects System  Meta-level Control  Coordinated Learning  
Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games 期刊论文
INFORMATION SCIENCES, 2015, 卷号: 317, 期号: x, 页码: 96-113
Authors:  Wei, Qinglai;  Liu, Derong;  Lewis, Frank L.;  Derong Liu
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Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Heterogeneous Multi-agents  Graphical Games  Policy Iteration  
Centralized and decentralized event-triggered control for group consensus with fixed topology in continuous time 期刊论文
NEUROCOMPUTING, 2015, 卷号: 161, 页码: 267-276
Authors:  Ma, Hongwen;  Liu, Derong;  Wang, Ding;  Tan, Fuxiao;  Li, Chao
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Centralized Control  Decentralized Control  Event-triggered  Fixed Topology  Group Consensus  Multi-agent Systems  
Containment control of continuous-time linear multi-agent systems with aperiodic sampling 期刊论文
AUTOMATICA, 2015, 卷号: 2015, 期号: 57, 页码: 78-84
Authors:  Liu, Huiyang;  Cheng, Long;  Tan, Min;  Hou, Zeng-Guang
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Containment Control  Multi-agent Systems  Aperiodic Sampling  Robustness  Collaborative Systems  
Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 卷号: 62, 期号: 7, 页码: 4203-4214
Authors:  Wei, Qinglai;  Liu, Derong;  Shi, Guang;  Liu, Yu;  Derong Liu
View  |  Adobe PDF(2231Kb)  |  Favorite  |  View/Download:82/37  |  Submit date:2015/09/17
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Distributed Optimal Control  Smart Grid  Smart Home