A unified approach to time-aggregated Markov decision processes

	A unified approach to time-aggregated Markov decision processes
	Li, Yanjie; Wu, Xinyu
刊名	AUTOMATICA
	2016
英文摘要	This paper presents a unified approach to time-aggregated Markov decision processes (MDPs) with an average cost criterion. The approach is based on a framework in which a time-aggregated MDP constitutesa semi-Markov decision process (SMDP). By analyzing the performance sensitivity formulas of this SMDP,a number of optimization algorithms for time aggregated MDPs, including those previously reported in the literature, can be developed in a simple and intuitive way
收录类别	SCI
原文出处	http://www.sciencedirect.com/science/article/pii/S0005109815005543
语种	英语
内容类型	期刊论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/9898]
专题	深圳先进技术研究院_集成所
作者单位	AUTOMATICA
推荐引用方式 GB/T 7714	Li, Yanjie,Wu, Xinyu. A unified approach to time-aggregated Markov decision processes[J]. AUTOMATICA,2016.
APA	Li, Yanjie,&Wu, Xinyu.(2016).A unified approach to time-aggregated Markov decision processes.AUTOMATICA.
MLA	Li, Yanjie,et al."A unified approach to time-aggregated Markov decision processes".AUTOMATICA (2016).