Adaptive Dynamic Programming: An Introduction

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	Adaptive Dynamic Programming: An Introduction
	Fei-Yue Wang1,2 ; Huaguang Zhang 3; Derong Liu 1
发表期刊	IEEE Computational Intelligence Magazine
	2009
卷号	4 期号:2 页码:39-47
摘要	In this article, we introduce some recent research trends within the field of adaptive/approximate dynamic programming (ADP), including the variations on the structure of ADP schemes, the development of ADP algorithms and applications of ADP schemes. For ADP algorithms, the point of focus is that iterative algorithms of ADP can be sorted into two classes: one class is the iterative algorithm with initial stable policy; the other is the one without the requirement of initial stable policy. It is generally believed that the latter one has less computation at the cost of missing the guarantee of system stability during iteration process. In addition, many recent papers have provided convergence analysis associated with the algorithms developed. Furthermore, we point out some topics for future studies.
关键词	Adaptive Dynamic Programming
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/12377
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
通讯作者	Fei-Yue Wang
作者单位	1.Chinese Academy of Sciences,CHINA 2.University of Arizona, USA 3.Northeastern University, CHINA
推荐引用方式 GB/T 7714	Fei-Yue Wang,Huaguang Zhang,Derong Liu. Adaptive Dynamic Programming: An Introduction[J]. IEEE Computational Intelligence Magazine,2009,4(2):39-47.
APA	Fei-Yue Wang,Huaguang Zhang,&Derong Liu.(2009).Adaptive Dynamic Programming: An Introduction.IEEE Computational Intelligence Magazine,4(2),39-47.
MLA	Fei-Yue Wang,et al."Adaptive Dynamic Programming: An Introduction".IEEE Computational Intelligence Magazine 4.2(2009):39-47.

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Adaptive Dynamic Pro（2205KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	浏览