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Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems 期刊论文
INFORMATION SCIENCES, 2017, 卷号: 411, 期号: 0, 页码: 66-83
作者:  Luo, Biao;  Liu, Derong;  Huang, Tingwen;  Yang, Xiong;  Ma, Hongwen
浏览  |  Adobe PDF(1092Kb)  |  收藏  |  浏览/下载：397/127  |  提交时间：2017/09/12
Optimal Control  Multi-step Heuristic Dynamic Programming  Adaptive Dynamic Programming  Nonlinear Systems  Discrete-time  Neural Networks  
Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3341-3354
作者:  Luo, Biao;  Liu, Derong;  Wu, Huai-Ning;  Wang, Ding;  Lewis, Frank L.
浏览  |  Adobe PDF(3217Kb)  |  收藏  |  浏览/下载：610/215  |  提交时间：2016/11/09
Adaptive Control  Adaptive Dynamic Programming (Adp)  Data-based  Off-policy Learning  Optimal Control  Policy Gradient  
Data-driven H∞ control for nonlinear distributed parameter systems 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2015, 卷号: 26, 期号: 11, 页码: 2949-2961
作者:  Luo, Biao;  Huang, Tingwen;  Wu, Huai-Ning;  Yang, Xiong
浏览  |  Adobe PDF(1844Kb)  |  收藏  |  浏览/下载：368/143  |  提交时间：2016/10/28
Data Driven  
Efficient MOEAs with an adaptive sampling technique in searching robust optimal solutions 会议论文
Proceedings of the 7th World Congress on Intelligent Control and Automation, Chongqing, China, 2008-06-25~27
作者:  Luo, Biao;  Zheng, Jinhua;  Wu, Huai-Ning
浏览  |  Adobe PDF(804Kb)  |  收藏  |  浏览/下载：332/101  |  提交时间：2016/04/08
Simultaneous Policy Update Algorithm  
Online policy iteration algorithm for optimal control of linear hyperbolic PDE systems 期刊论文
Journal of Process Control, 2012, 卷号: 22, 期号: 7, 页码: 1161-1170
作者:  Luo, Biao;  Wu, Huai-Ning
浏览  |  Adobe PDF(841Kb)  |  收藏  |  浏览/下载：194/62  |  提交时间：2016/04/08
Policy Iteration  
Neural network based online simultaneous policy update algorithm for solving the HJI equation in nonlinear H∞ control 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2012, 卷号: 23, 期号: 12, 页码: 1884-1895
作者:  Wu, Huai-Ning;  Luo, Biao
浏览  |  Adobe PDF(530Kb)  |  收藏  |  浏览/下载：193/58  |  提交时间：2016/04/08
Simultaneous Policy Update Algorithm  
Computationally efficient simultaneous policy update algorithm for nonlinear H∞ state feedback control with Galerkin’s method 期刊论文
International Journal of Robust and Nonlinear Control, 2013, 卷号: 23, 期号: 7, 页码: 991-1012
作者:  Luo, Biao;  Wu, Huai-Ning
浏览  |  Adobe PDF(804Kb)  |  收藏  |  浏览/下载：147/57  |  提交时间：2016/04/08
Simultaneous Policy Update Algorithm  
Off-policy reinforcement learning for H∞ control design 期刊论文
IEEE Transactions on Cybernetics, 2015, 卷号: 45, 期号: 1, 页码: 65-76
作者:  Luo, Biao;  Wu, Huai-Ning;  Huang, Tingwen
浏览  |  Adobe PDF(680Kb)  |  收藏  |  浏览/下载：239/66  |  提交时间：2016/04/08
Off-policy