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ID:39402154
大小:1.07 MB
页数:45页
时间:2019-07-02
《基于RoboCup仿真平台的机器人足球协作策略的研究》由会员上传分享,免费在线阅读,更多相关内容在行业资料-天天文库。
1、武汉科技大学硕士学位论文基于RoboCup仿真平台的机器人足球协作策略的研究姓名:胡凡申请学位级别:硕士专业:计算机应用技术指导教师:符海东20090510第1I页武汉科技大学硕士学位论文AbstractTheRoboCupisatypicalissueofmulti—agentsystem(MRS)andtheidealplatformofDistributedArtificialIntelligence(D卸research.Thelearningandcollaborationofagent
2、isdifficultandhotinintelligencerobotresearch.TheissueofhowtocarryoutthecollaborationbetweenagentsisneedtObesolvedinadynamic,complexanduncertainenvironmentwithlimitedcommunication.TheRoboCupisaneffectiveplatformtotestandpromotethedevelopmentofmulti—age
3、nttechnology.Atfirst,thisarticleintroducesthecompositionoftheRoboCup2Dsimulationsystemandthekeyissueofdesignaplayerclient,andgivesabasicrealizationofitsframework.AfterthisasimpleanalysisofspecificapplicationsofmachinelearningtechnologyintheRoboCupsimu
4、lationplatformisgiven.Secondly,collaborativestrategybetweenmulti-agentanditsapplicationareintroducedinRoboCupsimulationsystem.Aftertheintroductionofthecommoncollaborationmodelsbetweenmulti-agent,thecoordinationmechanismofknowledgesharingbasedontheblac
5、kboardstructureisproposedandrealizeitwithobserverpattern.Finally,adetaileddescriptionoftheupdateprocessofworldmodelinagentisgiven.Becausetheinformationgotbyplayersispartial,howtoeffectivelyimplementtheexchangeofknowledgeandexperienceisabasisofcollabor
6、ationbetweenagents.BlackboardmodelCallachieveacertaindegreeofinformationsharing.Thispaperintroducesamethodofusingimprovedblackboardmodeltostrengthenthecollaborationamongagents.Inthispaper,themethodofusingcollaborativemodelofblackboard・basedtoimproveth
7、eefficiencyofcommunicationbetweenagentsisraised.Aimingatachievingcommunicationbetweenagentseffectively,thispaperpresentsacompletedescriptionoftheblackboardmodelanditsapplicationinrobotsocCersimulationsystem.Besidesusingtheimprovedblackboardmodeltosolv
8、etheproblemofinformationsharing,abriefoverviewofhowtOachievethemodelwiththeobserverpatterntOcompletecollaborationiSgiven.Keywords:RoboCupsimulation;Multi—agentSystem;Cooperation;BlackboardModel;Observerpattern武汉科技大学研究生学位论文创新性声明本人郑重声明:所呈交的学位论文是
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