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Approximating general Markovian decision-problems by clustering their state- and action-spaces

 

作者: Willibald Doeringer,  

 

期刊: Mathematische Operationsforschung und Statistik. Series Optimization  (Taylor Available online 1984)
卷期: Volume 15, issue 1  

页码: 135-144

 

ISSN:0323-3898

 

年代: 1984

 

DOI:10.1080/02331938408842915

 

出版商: Akademic-Verlag

 

数据来源: Taylor

 

摘要:

Following ideas of V. Nollau and A. Hahnewald-Busch (cp. [17], [18], [19]) we develop a method of clustering state- and action-spaces of General Markovian Decision Problems into finitely many subsets serving as states and actions of approximating finite Markovian Decision-Problems. And we show that under suitable assumptions the value-functions of our constructed problems approximate those of the original one in a uniform sense.

 

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