%0 Journal Article
%T Optimization and Distributed Execution of MAS Cooperative Strategy Based on Factored Dec-MDP<br>基于可分解MDP模型的MAS协作策略优化及分布执行
%A WANG Xiao-ling
%A MU De-jun
%A LIU Zhe-yuan
%A YUAN Yuan
%A <br>王晓伶
%A 慕德俊
%A 刘哲元
%A 袁源
%J 计算机科学
%D 2009
%I 
%X The complexity of MAS cooperation strategy in uncertain environment determines the success of cooperation task.In order to reduce the complexity created by factored MDP model and the cooperation traffic,the method of creating strategy tree by the model was improved.Using the context-specific and conditional independence existing among the agent states in Bayesian network,the tree created by SPI algorithm was decomposed and optimized.This makes the independent agents in MAS running independently,and only com...
%K MAS
%K Factored Dec-MDP
%K Bayesian network
%K Context-specific independence
%K Conditional independence<br>多智能体系统
%K 可分解马尔可夫决策过程
%K 贝叶斯网络
%K 上下文独立
%K 条件独立
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=640F86ACE68C092417D14DD895138697&yid=DE12191FBD62783C&vid=933658645952ED9F&iid=CA4FD0336C81A37A&sid=7C3A4C1EE6A45749&eid=ECE8E54D6034F642&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=8