Abstract
As MAIDs can not model dynamic environment and Multi-Agent MDPs are difficult to represent structural relations among Agents,Multi-Agent dynamic influences diagrams(MADIDs)are presented for modeling structural relations of Multi-Agent system in dynamic environment.For efficiently inferring in MADIDs,an extensional BK(EBK)algorithm is proposed,and the extensions are in three aspects:The marginalizing operation of utility nodes is added in BK algorithm;the separators are added for decreasing the error of inference;the junction tree that obtained by hierarchical decomposition of MADIDs is used for improving the efficiency of inference.Given model instances,the experiment results show the validity of MADIDs and EBK algorithm.
Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
