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CASIA OpenIR
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Convergence Proof of Approximate Policy Iteration for Undiscounted Optimal Control of Discrete-Time Systems 期刊论文
COGNITIVE COMPUTATION, 2015, 卷号: 7, 期号: 6, 页码: 763-771
作者:  Zhu, Yuanheng;  Zhao, Dongbin;  He, Haibo;  Ji, Junhong
Adobe PDF(809Kb)  |  收藏  |  浏览/下载：244/38  |  提交时间：2016/01/18
Approximate Policy Iteration  Approximation Error  Optimal Control  Fuzzy Approximator  
Event-Triggered H∞ Control for Continuous-Time Nonlinear System 会议论文
, South Korea, 2015-11
作者:  Zhao, Dongbin;  Zhang, Qichao;  Li, Xiangjun;  Kong, Lingda
浏览  |  Adobe PDF(365Kb)  |  收藏  |  浏览/下载：277/127  |  提交时间：2017/05/04
computational intelligence for changing environments 期刊论文
IEEE Computational Intelligence Magazine, 2015, 卷号: 11, 期号: 10(4), 页码: 10-11
作者:  Amir,Hussain;  Dacheng,Tao;  Jonathan,Wu;  Zhao,Dongbin(赵冬斌)
浏览  |  Adobe PDF(194Kb)  |  收藏  |  浏览/下载：201/52  |  提交时间：2017/12/30
Behavioral Science  Guest Editorial  Computational Intelligence  
Thermal Comfort Control Based on MEC Algorithm for HVAC System 会议论文
, Killarney, Ireland, 12-17 July 2015
作者:  Li, Dong;  Zhao, Dongbin;  Zhu, Yuanheng;  Xia, Zhongpu
浏览  |  Adobe PDF(895Kb)  |  收藏  |  浏览/下载：189/75  |  提交时间：2017/12/28
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：333/86  |  提交时间：2015/11/12
Action Dependent Heuristic Dynamic Programming  Adaptive Dynamic Programming  Model-free Optimal Control  Neural Networks  Policy Iteration  
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  
Online Synchronous Policy Iteration Based on Concurrent Learning to Solve Continuous-time Optimal Control Problem 会议论文
Proceedings of International Conference on Information Science and Technology, Changsha, 2015.4.25~4.27
作者:  Haitao Wang;  Dongbin Zhao;  Chengdong Li
浏览  |  Adobe PDF(1339Kb)  |  收藏  |  浏览/下载：256/95  |  提交时间：2016/06/15
GrDHP: A General Utility Function Representation for Dual Heuristic Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 3, 页码: 614-627
作者:  Ni, Zhen;  He, Haibo;  Zhao, Dongbin;  Xu, Xin;  Prokhorov, Danil V.
收藏  |  浏览/下载：183/0  |  提交时间：2015/09/21
Adaptive Control  Adaptive Dynamic Programming (Adp)  Dual Heuristic Dynamic Programming (Dhp)  General Utility Function  Goal Representation  Reinforcement Learning (Rl)  
Convergence analysis and application of fuzzy-HDP for nonlinear discrete-time HJB systems 期刊论文
NEUROCOMPUTING, 2015, 卷号: 149, 页码: 124-131
作者:  Zhu, Yuanheng;  Zhao, Dongbin;  Liu, Derong
Adobe PDF(860Kb)  |  收藏  |  浏览/下载：264/99  |  提交时间：2015/10/13
Discrete-time Nonlinear System  T-s Fuzzy System  Hdp  
MEC-A Near-Optimal Online Reinforcement Learning Algorithm for Continuous Deterministic Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 2, 页码: 346-356
作者:  Zhao, Dongbin;  Zhu, Yuanheng
浏览  |  Adobe PDF(2156Kb)  |  收藏  |  浏览/下载：256/106  |  提交时间：2015/09/18
Efficient Exploration  Probably Approximately Correct (Pac)  Reinforcement Learning (Rl)  State Aggregation