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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
浏览  |  Adobe PDF(1540Kb)  |  收藏  |  浏览/下载：221/68  |  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  
A Basal Ganglia Network Centric Autonomous Learning Model and Its Application in Unmanned Aerial Vehicle 会议论文
Conferences on the 7th International Conference on Brain-inspired Cognitive System, 安徽合肥, 2015年12月11-13日
作者:  Yi, Zeng;  Guixiang, Wang;  Bo, Xu;  Yi Zeng
Microsoft Word(6365Kb)  |  收藏  |  浏览/下载：476/136  |  提交时间：2016/12/09
Autonomous Learning Model  Basal Ganglia Network  Precise Encoding  Uav Autonomous Learning  Reinforcement Learning  Interactive Environment.  
The Structural Connectivity Pattern of the Default Mode Network and Its Association with Memory and Anxiety 期刊论文
FRONTIERS IN NEUROANATOMY, 2015, 卷号: 9, 期号: 无, 页码: 152
作者:  Tao, Yan;  Liu, Bing;  Zhang, Xiaolong;  Li, Jin;  Qin, Wen;  Yu, Chunshui;  Jiang, Tianzi
浏览  |  Adobe PDF(1735Kb)  |  收藏  |  浏览/下载：362/88  |  提交时间：2016/01/18
Dti  Default Mode Network  Memory  Anxiety  Structural Network  
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
浏览  |  Adobe PDF(392Kb)  |  收藏  |  浏览/下载：234/80  |  提交时间：2017/05/03
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
浏览  |  Adobe PDF(530Kb)  |  收藏  |  浏览/下载：447/195  |  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  
Neural-network-based decentralized control of continuous-time nonlinear interconnected systems with unknown dynamics 期刊论文
NEUROCOMPUTING, 2015, 期号: 165, 页码: 90-98
作者:  Liu, Derong;  Li, Chao;  Li, Hongliang;  Wang, Ding;  Ma, Hongwen
浏览  |  Adobe PDF(1120Kb)  |  收藏  |  浏览/下载：365/115  |  提交时间：2015/09/17
Adaptive Dynamic Programming  Decentralized Control  Optimal Control  Policy Iteration  Neural Networks  
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  
Finite horizon optimal tracking control of partially unknown linear continuous-time systems using policy iteration 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2015, 卷号: 9, 期号: 12, 页码: 1791-1801
作者:  Li, Chao;  Liu, Derong;  Li, Hongliang
浏览  |  Adobe PDF(669Kb)  |  收藏  |  浏览/下载：288/90  |  提交时间：2015/09/23
Optimal Tracking Control  
Online Reinforcement Learning by Bayesian Inference 会议论文
Proceedings of International Joint Conference on Neural Networks 2015, Ireland, 2015年7月
作者:  Xia ZP(夏中谱);  Dongbin Zhao
浏览  |  Adobe PDF(751Kb)  |  收藏  |  浏览/下载：278/89  |  提交时间：2016/06/15
Reinforcement Learning  Bayesian Inference  Gaussian Processes  
Reduced frontal cortical thickness and increased caudate volume within fronto-striatal circuits in young adult smokers 期刊论文
DRUG AND ALCOHOL DEPENDENCE, 2015, 卷号: 151, 期号: 2015, 页码: 211-219
作者:  Li, Yangding;  Yuan, Kai;  Cai, Chenxi;  Feng, Dan;  Yin, Junsen;  Bi, Yanzhi;  Shi, Sha;  Yu, Dahua;  Jin, Chenwang;  von Deneen, Karen M.;  Qin, Wei;  Tian, Jie
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：394/129  |  提交时间：2015/09/17
Cortical Thickness  Frontal Cortex  Striatal Volume  Young Adult Smokers