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Energy consumption prediction of office buildings based on echo state networks 期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 期号: n/a, 页码: 478-488
Authors:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
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Energy Consumption  Time-series Prediction  Office Buildings  Echo State Networks  Reservoir Topologies  
Adaptive dynamic programming for residential energy scheduling with solar energy 会议论文
, Guilin, China, 12-15 June 2016
Authors:  Xu YC(徐延才);  Liu DR(刘德荣);  Wei QL(魏庆来);  Luo B(罗彪);  Yancai Xu
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Generalized Policy Iteration Adaptive Dynamic Programming Algorithm for Optimal Tracking Control of a Class of Nonlinear Systems 会议论文
, Yinchuan, China, 2016-5-28
Authors:  Lin Q(林桥);  Qinglai Wei;  Derong Liu
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ADP-based optimal sensor scheduling for target tracking in energy harvesting wireless sensor networks 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2016, 卷号: 27, 期号: 6, 页码: 1543-1551
Authors:  Song, Ruizhuo;  Wei, Qinglai;  Xiao, Wendong
Favorite  |  View/Download:56/0  |  Submit date:2016/10/20
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Neuro-dynamic Programming  Neural Networks  Wireless Sensor Networks  Scheduling  
An adaptive dynamic programming based method for optimization of electricity consumption in office buildings 会议论文
, Vancouver, Canada, Jul. 23–29, 2016
Authors:  Shi, Guang;  Wei, Qinglai;  Liu, Derong
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Prediction of energy consumption in office buildings based on echo state network 会议论文
, Guilin, China, Jun. 12–15, 2016
Authors:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
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Neural-Network-Based Distributed Adaptive Robust Control for a Class of Nonlinear Multiagent Systems With Time Delays and External Noises 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 卷号: 46, 期号: 6, 页码: 750-758
Authors:  Ma, Hongwen;  Wang, Zhuo;  Wang, Ding;  Liu, Derong;  Yan, Pengfei;  Wei, Qinglai
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Distributed Adaptive Robust Control  Multiagent Systems  Neural Networks (Nns)  Noises  Time Delay  
Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 5, 页码: 1041-1050
Authors:  Song, Ruizhuo;  Lewis, Frank L.;  Wei, Qinglai;  Zhang, Huaguang
Favorite  |  View/Download:57/0  |  Submit date:2016/10/20
Adaptive Critic Designs  Adaptive/approximate Dynamic Programming (Adp)  Dynamic Programming  Off-policy  Optimal Control  Unknown System  
Online identifier–actor–critic algorithm for optimal control of nonlinear systems 期刊论文
OPTIMAL CONTROL APPLICATIONS AND METHODS, 2016, 页码: 1-22
Authors:  Lin Hanquan;  Wei Qinglai;  Liu Derong
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Adaptive Dynamic Programming  Optimal Control  Discrete-time  Nonlinear System  
Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 3, 页码: 840-853
Authors:  Wei, Qinglai;  Liu, Derong;  Lin, Hanquan;  Derong Liu
View  |  Adobe PDF(2015Kb)  |  Favorite  |  View/Download:115/44  |  Submit date:2016/06/14
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Neural Networks  Neuro-dynamic Programming  Optimal Control  Reinforcement Learning  Value Iteration