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Data-driven room classification for office buildings based on echo state network 会议论文
, Qingdao, China, May 23–25, 2015
作者:  Shi, Guang;  Wei, Qinglai;  Liu, Yu;  Guan, Qiang;  Liu, Derong
浏览  |  Adobe PDF(128Kb)  |  收藏  |  浏览/下载：288/119  |  提交时间：2017/05/25
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
作者:  Hongwen Ma;  Derong Liu;  Ding Wang
Adobe PDF(392Kb)  |  收藏  |  浏览/下载：249/84  |  提交时间：2017/05/03
Bipartite Output Consensus of Power Integrator Multi-Agent Systems with Input Noises 会议论文
, Changsha, China, 2015-4-24~26
作者:  Hongwen Ma;  Ding Wang;  Derong Liu
浏览  |  Adobe PDF(1932Kb)  |  收藏  |  浏览/下载：219/102  |  提交时间：2017/05/03
Continuous-Time Group Consensus Using Distributed Event-Triggered Control 会议论文
, Wuyi, China, 2015-3-27~29
作者:  Hongwen Ma;  Ding Wang;  Derong Liu;  Chao Li
浏览  |  Adobe PDF(842Kb)  |  收藏  |  浏览/下载：229/88  |  提交时间：2017/05/03
Neural-Network-Based Finite Horizon Optimal Control for Partially Unknown Linear Continuous-Time Systems 会议论文
, Mount Wuyi, Fujian, China, March 27-29, 2015
作者:  Li, Chao;  Li, Hongliang;  Liu, Derong
浏览  |  Adobe PDF(1006Kb)  |  收藏  |  浏览/下载：284/82  |  提交时间：2017/05/03
Adaptive Tracking Control of Leader-Following Multi-Agent Systems 会议论文
The Proceeding of International Conference on Information Science and Technology, Changsha, April 24–26
作者:  Lin Hanquan;  Wei Qinglai;  Liu Derong
Adobe PDF(271Kb)  |  收藏  |  浏览/下载：367/110  |  提交时间：2016/06/20
Multi-agent  Adaptive Control  
Reinforcement learning solution for HJB equation arising in constrained optimal control problem 期刊论文
NEURAL NETWORKS, 2015, 卷号: 71, 期号: 0, 页码: 150-158
作者:  Luo, Biao;  Wu, Huai-Ning;  Huang, Tingwen;  Liu, Derong
Adobe PDF(530Kb)  |  收藏  |  浏览/下载：461/201  |  提交时间：2016/03/30
Constrained Optimal Control  Data-based  Off-policy Reinforcement Learning  Hamilton-jacobi-bellman Equation  The Method Of Weighted Residuals  
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
Adobe PDF(1215Kb)  |  收藏  |  浏览/下载：306/125  |  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  
Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2015, 卷号: 45, 期号: 12, 页码: 1577-1591
作者:  Liu, Derong;  Wei, Qinglai;  Yan, Pengfei
Adobe PDF(1540Kb)  |  收藏  |  浏览/下载：234/70  |  提交时间：2016/03/19
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Generalized Policy Iteration  Neural Networks  Neuro-dynamic Programming  Nonlinear Systems  Optimal Control  Reinforcement Learning  
Computational Energy Management in Smart Grids 期刊论文
NEUROCOMPUTING, 2015, 卷号: 170, 页码: 267-269
作者:  Squartini, Stefano;  Liu, Derong;  Piazza, Francesco;  Zhao, Dongbin;  He, Haibo
收藏  |  浏览/下载：278/0  |  提交时间：2015/11/04
Energy Management  Computational Intelligence  Smart Grids