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Data-based analysis of discrete-time linear systems in noisy environment: Controllability and observability 期刊论文
INFORMATION SCIENCES, 2014, 卷号: 288, 页码: 314-329
作者:  Liu, Derong;  Yan, Pengfei;  Wei, Qinglai
浏览  |  Adobe PDF(625Kb)  |  收藏  |  浏览/下载：263/57  |  提交时间：2015/08/12
Controllability  Observability  Discrete-time Linear System  Data-based Method  Noisy Environment  
Learning Human Actions by Combining Global Dynamics and Local Appearance 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 12, 页码: 2466-2482
作者:  Luo, Guan;  Yang, Shuang;  Tian, Guodong;  Yuan, Chunfeng;  Hu, Weiming;  Maybank, Stephen J.;  weiming hu
浏览  |  Adobe PDF(1426Kb)  |  收藏  |  浏览/下载：323/69  |  提交时间：2015/08/12
Action Recognition  Linear Dynamical System  Local Spatio-temporal Feature  Non-vector Descriptor  Distance Learning  
Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 12, 页码: 2834-2847
作者:  Liu, Derong;  Wang, Ding;  Wang, Fei-Yue;  Li, Hongliang;  Yang, Xiong
浏览  |  Adobe PDF(780Kb)  |  收藏  |  浏览/下载：429/203  |  提交时间：2015/08/12
Adaptive Critic Designs  Adaptive/approximate Dynamic Programming (Adp)  Hamilton-jacobi-bellman (Hjb) Equation  Neural Networks  Optimal Robust Guaranteed Cost Control  Uncertain Nonlinear Systems  
Output-Based High-Order Bipartite Consensus under Directed Antagonistic Networks 会议论文
, Orlando, FL, USA, 2014-12-9~12
作者:  Hongwen Ma;  Derong Liu;  Ding Wang;  Hongliang Li
浏览  |  Adobe PDF(705Kb)  |  收藏  |  浏览/下载：193/75  |  提交时间：2017/05/03
Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design 期刊论文
AUTOMATICA, 2014, 卷号: 50, 期号: 12, 页码: 3281-3290
作者:  Luo, Biao;  Wu, Huai-Ning;  Huang, Tingwen;  Liu, Derong
Adobe PDF(668Kb)  |  收藏  |  浏览/下载：254/92  |  提交时间：2015/08/12
Nonlinear Optimal Control  Reinforcement Learning  Off-policy  Data-based Approximate Policy Iteration  Neural Network  Hamilton-jacobi-bellman Equation  
Finite-time cascaded tracking control approach for mobile robots 期刊论文
INFORMATION SCIENCES, 2014, 卷号: 284, 期号: 0, 页码: 31-43
作者:  Zhang, Yangming;  Liu, Guorong;  Luo, Biao
浏览  |  Adobe PDF(698Kb)  |  收藏  |  浏览/下载：226/92  |  提交时间：2015/08/12
Mobile Robot  Cascaded Design  Trajectory Tracking  Finite-time Control  Nonholonomic System  Sliding Mode Control  
Online approximate optimal control for affine non-linear systems with unknown internal dynamics using adaptive dynamic programming 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2014, 卷号: 8, 期号: 16, 页码: 1676-1688
作者:  Yang, Xiong;  Liu, Derong;  Wei, Qinglai
浏览  |  Adobe PDF(624Kb)  |  收藏  |  浏览/下载：318/129  |  提交时间：2015/08/12
Emotion Evolution under Entrainment in Social Media 会议论文
Social Media Processing, Beijing, China, 2014-11-1 ~ 2014-11-2
作者:  He, Saike;  Zheng, Xiaolong;  Zeng, Daniel;  Xu, Bo;  Tian, Guanhua;  Hao, Hongwei
浏览  |  Adobe PDF(282Kb)  |  收藏  |  浏览/下载：314/117  |  提交时间：2016/04/03
Emotion Entrainment  Transfer Entropy  Social Media  
Determining parameter identifiability from the optimization theory framework: A Kullback-Leibler divergence approach 期刊论文
NEUROCOMPUTING, 2014, 卷号: 142, 期号: 2, 页码: 307-317
作者:  Ran, Zhi-Yong;  Hu, Bao-Gang
浏览  |  Adobe PDF(563Kb)  |  收藏  |  浏览/下载：259/62  |  提交时间：2015/08/12
Identifiability  Optimization Theory  Kullback-leibler Divergence  Hessian Matrix  Jacobian Matrix  
Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming 期刊论文
INFORMATION SCIENCES, 2014, 卷号: 282, 页码: 167-179
作者:  Wang, Ding;  Liu, Derong;  Li, Hongliang;  Ma, Hongwen
Adobe PDF(697Kb)  |  收藏  |  浏览/下载：266/82  |  提交时间：2015/08/12
Adaptive Dynamic Programming  Approximate Dynamic Programming  Decentralized Optimal Control  Neural Network  Robust Optimal Control