文章基本信息

标题：Prediction Process in Multi-Agent System Online Monitoring:Centralized and Distributed Approaches
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作者：Zina Houhamdi
期刊名称：TEM Journal
印刷版ISSN：2217-8309
电子版ISSN：2217-8333
出版年度：2019
卷号：8
期号：2
页码：364-371
DOI：10.18421/TEM82-07
语种：English
出版社：UIKTEN
摘要：This paper discusses the prediction process,which is the main step of the online monitoring process for a multi-agent plan. The monitoring process uses a relational model to estimate the internal status of the system,which is dynamic (changes over time). Unfortunately,the agents have partial observability of the environment;thus,the monitoring process cannot accurately determine the system status (known in the literature as belief state) at any instant. The prediction process is composed of two stages:a simulation stage (prediction of all possible system states at the succeeding time) and a clipping stage (elimination of states that are incompatible with the observations or with the constraints from predicted system states).
关键词：Multi-Agent Monitoring;Multi-Agent Plan;Belief State;Prediction Process.