基于層次分析法的多智能體信用分配機(jī)制.pdf

1、y8B868四川大學(xué)碩士學(xué)位論文題目基王星逸僉扳選鮑璽智熊鹽焦廈筮鰻扭劍作者睦貞完成日期Z壁鰱生!!目!墨亙培養(yǎng)單位四出去堂專業(yè)鹽篡扭廛腰之上，針對(duì)多智能體學(xué)習(xí)中的結(jié)構(gòu)信用分配問題提出了一種基于層次分配法的多智能體系統(tǒng)信用分配機(jī)制。既考慮了環(huán)境信息變化而產(chǎn)生的動(dòng)態(tài)因素，也考慮了各個(gè)智能體為實(shí)現(xiàn)系統(tǒng)目標(biāo)所作貢獻(xiàn)不同而應(yīng)該得到不同獎(jiǎng)賞的問題，避免了吃大鍋飯的情況。同時(shí)本文在對(duì)策理論的基礎(chǔ)上研究了多智能體的交互機(jī)制。在這種機(jī)制中，既考慮了多智

2、能體之間的合作關(guān)系、也兼顧多智能體之間的競(jìng)爭(zhēng)關(guān)系。關(guān)鍵詞多智能體層次分析法強(qiáng)化學(xué)習(xí)Q一算法THECREDITASSIGNMECHANISM0FMASBASEDONANALYTICHIERARCHYPROCESSComputerSciencestudent：Chenzhenadviser：LiBingfaAbstractA1thoughithasnotbeenalongtimesincethebeginningofthestudiesab

3、outMultiAgentsSystem，theydevelopmuchquicklyNowadays，themaindirectionincludesthetheoriesofasolowitAgentand№iti—AgentsSystem，communicationandinteractiontechnology，theframeworkandorganizationoftheAgents，cooperationandnegoti

4、ationinMulti—AgentsSystemthelanguageofAgents，thedesignofmulti—Agentsapplication，andself—adaptationoftheAgentsincomplexenvironmentTheproblemofAgentsself—adaptationisalwaysanimportantissueofMASManyAgentshavecomplexexecutio

5、nsbycooperationinMASHowAgentsselectactiontoachievetheiroverallgoalbylearningincooperationamongthem，andhowthecooperationoptimizesgraduallyastimeelapseandadaptsthevariationofdynamicenvironmentarethemainissuesinstudiesofMAS