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Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 7, 页码: 1372-1385
作者:  Liu, Derong;  Yang, Xiong;  Wang, Ding;  Wei, Qinglai
浏览  |  Adobe PDF(1179Kb)  |  收藏  |  浏览/下载：508/254  |  提交时间：2015/09/17
Approximate Dynamic Programming (Adp)  Neural Networks (Nns)  Neuro-dynamic Programming  Nonlinear Systems  Optimal Control  Reinforcement Learning (Rl)  Robust Control  
Finite horizon optimal tracking control for a class of discrete-time nonlinear systems 会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2011
作者:  Wei, Qinglai;  Wang, Ding;  Liu, Derong
Adobe PDF(260Kb)  |  收藏  |  浏览/下载：226/52  |  提交时间：2015/08/19
Neural-network-observer-based optimal control for unknown nonlinear systems using adaptive dynamic programming 期刊论文
INTERNATIONAL JOURNAL OF CONTROL, 2013, 卷号: 86, 期号: 9, 页码: 1554-1566
作者:  Liu, Derong;  Huang, Yuzhu;  Wang, Ding;  Wei, Qinglai
Adobe PDF(864Kb)  |  收藏  |  浏览/下载：259/103  |  提交时间：2015/08/12
Nonlinear Observer  Adaptive Dynamic Programming  Neural Network  Uniformly Ultimately Bounded  Nonlinear System