Markov Decision Processes from Colored Petri Nets

被引：0
作者：
Eboli, Monica Goes [1 ]
Cozman, Fabio Gagliardi [1 ]
机构：
[1] Escola Politecn Univ Sao Paulo, Sao Paulo, Brazil
来源：
ADVANCES IN ARTIFICIAL INTELLIGENCE - SBIA 2010 | 2010年 / 6404卷
关键词：
Planning under uncertainty; Markov decision processes; Colored Petri nets;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Models that are suitable for planning are not always easy to specify. In this paper we investigate the conversion of Petri nets into factored Markov decision processes: the former are relatively easy to build while the latter are adequate for policy generation. To represent probabilities that are needed when planning under uncertainty, we introduce factored Petri nets; we then describe the conversion of factored Petri nets in Markov decision processes.
引用
收藏
页码：72 / 81
页数：10
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