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Error Bound Analysis of Q-Function for Discounted Optimal Control Problems With Policy Iteration 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 7, 页码: 1207-1216
作者:  Yan, Pengfei;  Wang, Ding;  Li, Hongliang;  Liu, Derong
Adobe PDF(625Kb)  |  收藏  |  浏览/下载：374/89  |  提交时间：2017/09/12
Adaptive Dynamic Programming (Adp)  Error Analysis  Nonlinear Systems  Policy Iteration  Q-function  
Model-Free Optimal Control for Affine Nonlinear Systems With Convergence Analysis 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2015, 卷号: 12, 期号: 4, 页码: 1461-1468
作者:  Zhao, Dongbin;  Xia, Zhongpu;  Wang, Ding
浏览  |  Adobe PDF(1985Kb)  |  收藏  |  浏览/下载：376/99  |  提交时间：2015/11/12
Action Dependent Heuristic Dynamic Programming  Adaptive Dynamic Programming  Model-free Optimal Control  Neural Networks  Policy Iteration  
Neural-Network-Based Optimal Control for a Class of Unknown Discrete-Time Nonlinear Systems Using Globalized Dual Heuristic Programming 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2012, 卷号: 9, 期号: 3, 页码: 628-634
作者:  Liu, Derong;  Wang, Ding;  Zhao, Dongbin;  Wei, Qinglai;  Jin, Ning
Adobe PDF(364Kb)  |  收藏  |  浏览/下载：354/125  |  提交时间：2015/08/12
Adaptive Dynamic Programming  Approximate Dynamic Programming  Globalized Dual Heuristic Programming  Intelligent Control  Neural Networks  Optimal Control  
Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming 期刊论文
AUTOMATICA, 2012, 卷号: 48, 期号: 8, 页码: 1825-1832
作者:  Wang, Ding;  Liu, Derong;  Wei, Qinglai;  Zhao, Dongbin;  Jin, Ning
Adobe PDF(598Kb)  |  收藏  |  浏览/下载：402/155  |  提交时间：2015/08/12
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Globalized Dual Heuristic Programming  Intelligent Control  Neural Network  Optimal Control  
A neural-network-based iterative GDHP approach for solving a class of nonlinear optimal control problems with control constraints 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2013, 卷号: 22, 期号: 2, 页码: 219-227
作者:  Wang, Ding;  Liu, Derong;  Zhao, Dongbin;  Huang, Yuzhu;  Zhang, Dehua
Adobe PDF(507Kb)  |  收藏  |  浏览/下载：267/78  |  提交时间：2015/08/12
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Neural Dynamic Programming  Neural Networks  Optimal Control  Reinforcement Learning