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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
作者:  Cheng, Long;  Liu, Weichuan;  Hou, ZengGuang;  Yu, Junzhi;  Tan, Min
浏览  |  Adobe PDF(1541Kb)  |  收藏  |  浏览/下载：737/283  |  提交时间：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
作者:  Wei QingLai;  Liu DeRong;  Derong Liu
浏览  |  Adobe PDF(1215Kb)  |  收藏  |  浏览/下载：293/119  |  提交时间：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
作者:  Wei, Qinglai;  Song, Ruizhuo;  Sun, Qiuye;  Qinglai Wei
浏览  |  Adobe PDF(2222Kb)  |  收藏  |  浏览/下载：615/237  |  提交时间：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
作者:  Cao, Zhiqiang;  Cheng, Long;  Zhou, Chao;  Gu, Nong;  Wang, Xu;  Tan, Min
浏览  |  Adobe PDF(825Kb)  |  收藏  |  浏览/下载：466/153  |  提交时间：2015/11/04
Spiking Neural Network  Autonomous Mobile Robot  Spike Trains  Target Tracking  Hebbian 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
作者:  Wei, Qinglai;  Liu, Derong;  Lewis, Frank L.;  Derong Liu
浏览  |  Adobe PDF(1381Kb)  |  收藏  |  浏览/下载：239/108  |  提交时间：2015/09/23
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Heterogeneous Multi-agents  Graphical Games  Policy Iteration  
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
作者:  Wang JP(王军平);  JUNPING WANG
浏览  |  Adobe PDF(3565Kb)  |  收藏  |  浏览/下载：294/105  |  提交时间：2016/10/20
Coordinated  Multi-objects System  Meta-level Control  Coordinated Learning  
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
作者:  Ma, Hongwen;  Liu, Derong;  Wang, Ding;  Tan, Fuxiao;  Li, Chao
Adobe PDF(791Kb)  |  收藏  |  浏览/下载：644/214  |  提交时间：2015/09/23
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
作者:  Liu, Huiyang;  Cheng, Long;  Tan, Min;  Hou, Zeng-Guang
Adobe PDF(587Kb)  |  收藏  |  浏览/下载：291/71  |  提交时间：2015/09/17
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
作者:  Wei, Qinglai;  Liu, Derong;  Shi, Guang;  Liu, Yu;  Derong Liu
Adobe PDF(2231Kb)  |  收藏  |  浏览/下载：332/147  |  提交时间：2015/09/17
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Distributed Optimal Control  Smart Grid  Smart Home  
Error Bounds of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 6, 页码: 1323-1334
作者:  Liu, Derong;  Li, Hongliang;  Wang, Ding
Adobe PDF(1114Kb)  |  收藏  |  浏览/下载：283/84  |  提交时间：2015/09/17
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Neural Networks  Neurodynamic Programming  Nonlinear Systems  Optimal Control