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A New Strategy of Cost-Free Learning in the Class Imbalance Problem 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 12, 页码: 2872-2885
作者:  Zhang, Xiaowan;  Hu, Bao-Gang
浏览  |  Adobe PDF(2241Kb)  |  收藏  |  浏览/下载:214/60  |  提交时间:2015/08/12
Classification  Class Imbalance  Cost-free Learning  Cost-sensitive Learning  Abstaining  Mutual Information  Roc  
基于主曲线的无监督排序学习及其在综合评价中的应用 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
作者:  李纯果
Adobe PDF(5249Kb)  |  收藏  |  浏览/下载:259/0  |  提交时间:2015/09/02
无监督排序  主曲线  领域知识  元准则  综合评价  Unsupervised Ranking  Principal Curves  Prior Information  Meta- Rules  Comprehensive Evaluation  
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
Adobe PDF(624Kb)  |  收藏  |  浏览/下载:325/129  |  提交时间:2015/08/12
Data-Driven Neuro-Optimal Temperature Control of Water-Gas Shift Reaction Using Stable Iterative Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 卷号: 61, 期号: 11, 页码: 6399-6408
作者:  Wei, Qinglai;  Liu, Derong;  Derong Liu
Adobe PDF(664Kb)  |  收藏  |  浏览/下载:256/94  |  提交时间:2015/08/12
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Approximation Errors  Data-driven Control  Neural Networks (Nns)  Optimal Control  Reinforcement Learning  Water-gas Shift (Wgs)  
The FES-assisted control for a lower limb rehabilitation robot: simulation and experiment 期刊论文
Robotics and Biomimetics, 2014, 卷号: 1, 期号: 1
作者:  Chen,Yixiong;  Hu,Jin;  Peng,Long;  Hou,Zeng-guang
收藏  |  浏览/下载:205/0  |  提交时间:2019/07/11
Rehabilitation robot  FES  Impedance control  
Introducing Memory and Association Mechanism Into a Biologically Inspired Visual Model 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 9, 页码: 1485-1496
作者:  Qiao, Hong;  Li, Yinlin;  Tang, Tang;  Wang, Peng
Adobe PDF(13245Kb)  |  收藏  |  浏览/下载:270/47  |  提交时间:2015/08/12
Association  Biologically Inspired Visual Model  Memory  Object Recognition  
Online Synchronous Approximate Optimal Learning Algorithm for Multiplayer Nonzero-Sum Games With Unknown Dynamics 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2014, 卷号: 44, 期号: 8, 页码: 1015-1027
作者:  Liu, Derong;  Li, Hongliang;  Wang, Ding
Adobe PDF(20912Kb)  |  收藏  |  浏览/下载:215/79  |  提交时间:2015/08/12
Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Multiplayer Nonzero-sum Games  Neural Networks  Neuro-dynamic Programming  Policy Iteration  
Neural-network-based approach to finite-time optimal control for a class of unknown nonlinear systems 期刊论文
SOFT COMPUTING, 2014, 卷号: 18, 期号: 8, 页码: 1645-1653
作者:  Song, Ruizhuo;  Xiao, Wendong;  Wei, Qinglai;  Sun, Changyin;  Ruizhuo Song
Adobe PDF(483Kb)  |  收藏  |  浏览/下载:355/95  |  提交时间:2015/08/12
Adaptive Dynamic Programming  Approximate Dynamic Programming  Unknown Nonlinear Systems  Optimal Control  Data-based  
A Novel Pan-Tilt Camera Control Approach for Visual Tracking 会议论文
Proceeding of the 11th World Congress on Intelligent Control and Automation, Shenyang, China, June 29 - July 4 2014
作者:  Hongkai Chen(陈宏凯);  Xiaoguang Zhao;  Min Tan
Adobe PDF(969Kb)  |  收藏  |  浏览/下载:633/262  |  提交时间:2016/06/17
Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning 期刊论文
NEURAL NETWORKS, 2014, 卷号: 55, 页码: 30-41
作者:  Yang, Xiong;  Liu, Derong;  Wang, Ding;  Wei, Qinglai
浏览  |  Adobe PDF(684Kb)  |  收藏  |  浏览/下载:355/130  |  提交时间:2015/08/12
Adaptive Critic Design  Neural Network  Nonaffine Nonlinear System  Online Learning  Reinforcement Learning