%0 Journal Article
%T Two Classes of Abstract Modes about Markov Decision Processes<br>马尔可夫决策过程两种抽象模式
%A WANG Zhen-zhen XING Han-cheng ZHANG Zhi-zheng
%A NI Qing-jian
%A <br>王蓁蓁
%A 邢汉承
%A 张志政
%A 倪庆剑
%J 计算机科学
%D 2008
%I 
%X Using Markov decision processes on abstract level,one can compactly and declaratively represent complex Markov decision processes.And one can solve real-world problems that generally have very large state space with regular MDPs.This paper introduces central concepts of two classes of abstract MDPs:structured mode and generalized mode.Then precise or approximate algorithms for looking for optimal policy for abstract MDPs are reviewed,including an algorithm that is totally different from regular Markov decis...
%K Situation calculus
%K Factored Markov decision processes
%K Logical Markov decision processes
%K Relational Mar-kov decision processes
%K Bellman equations<br>情景演算
%K 因子化马尔可夫决策过程
%K 逻辑马尔可夫决策过程
%K 关系马尔可夫决策过程
%K Bellman方程
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=4FD8BA930F72AEC38761581BDEC63963&yid=67289AFF6305E306&vid=6209D9E8050195F5&iid=F3090AE9B60B7ED1&sid=B31275AF3241DB2D&eid=F3583C8E78166B9E&journal_id=1002-137X&journal_name=计算机科学&referenced_num=1&reference_num=7