Cognition and Multi-Agent Interaction From Cognitive Modeling to Social Simulation PDF
Preview Cognition and Multi-Agent Interaction From Cognitive Modeling to Social Simulation
CognitionandMulti-AgentInteraction FromCognitiveModelingtoSocialSimulation This book explores the intersection between cognitive sciences and social sciences. In particular, it explores the intersection between individual cognitive modeling and modeling of multi-agent inter- action. The two contributing fields – individual cognitive modeling (especiallycognitivearchitectures)andmodelingofmulti-agentinter- action(includingsocialsimulationand,tosomeextent,multi-agent systems)–haveseenphenomenalgrowthinrecentyears.However, the interaction of these two fields has not been sufficiently devel- oped.Theinteractionofthetwomaybemoresignificantthaneither alone.Theybringwiththemenormousintellectualcapitals.Thesein- tellectualcapitalscanbeprofitablyleveragedincreatingtruesynergy between the two fields, leading to better understanding of both in- dividualcognitionandsocioculturalprocesses.Itispossiblethatan integrativefieldofstudyincognitiveandsocialsciencesisemerging andwearelayingthefoundationforit. RonSunisProfessorofCognitiveScienceatRensselaerPolytechnic Institute.Awell-knownresearcherincognitivescience,RonSunleads researchprojectsinvestigatingfundamentalstructuresofthehuman mind.Inparticular,herecentlypublishedDualityoftheMind,explor- ing the interaction of implicit and explicit cognition. He is also the foundingco-editor-in-chiefofthejournalCognitiveSystemsResearch, focusingonintegrativecognitiveresearch. Cognition and Multi-Agent Interaction From Cognitive Modeling to Social Simulation Editedby RON SUN RensselaerPolytechnicInstitute camʙʀɪdɢe uɴɪveʀsɪtʏ pʀess Cambridge, New York, Melbourne, Madrid, Cape Town, Singapore, São Paulo Cambridge University Press The Edinburgh Building, Cambridge cʙ2 2ʀu, UK Published in the United States of America by Cambridge University Press, New York www.cambridge.org Information on this title: www.cambridge.org/9780521839648 © Cambridge University Press 2006 This publication is in copyright. Subject to statutory exception and to the provision of relevant collective licensing agreements, no reproduction of any part may take place without the written permission of Cambridge University Press. First published in print format 2005 ɪsʙɴ-13 978-0-511-13712-9 eBook (NetLibrary) ɪsʙɴ-10 0-511-13712-5 eBook (NetLibrary) ɪsʙɴ-13 978-0-521-83964-8 hardback ɪsʙɴ-10 0-521-83964-5 hardback Cambridge University Press has no responsibility for the persistence or accuracy of uʀʟs for external or third-party internet websites referred to in this publication, and does not guarantee that any content on such websites is, or will remain, accurate or appropriate. Contents ListofContributors pagevii Preface xi part1 introduction 1 ProlegomenatoIntegratingCognitiveModelingand SocialSimulation 3 RonSun part2 overviews of cognitive architectures 2 ModelingParadigmsinACT-R 29 NielsTaatgen,ChristianLebiere,andJohnAnderson 3 ConsideringSoarasanAgentArchitecture 53 RobertE.WrayandRandolphM.Jones 4 TheCLARIONCognitiveArchitecture:ExtendingCognitive ModelingtoSocialSimulation 79 RonSun part3 modeling and simulating cognitive and social processes 5 CognitiveArchitectures,GamePlaying,andHuman Evolution 103 RobertL.West,ChristianLebiere,andDanJ.Bothell 6 SimulatingaSimpleCaseofOrganizationalDecisionMaking 124 IsaacNavehandRonSun 7 CognitiveModelingofSocialBehaviors 151 WilliamJ.Clancey,MaartenSierhuis,BruceDamer,andBoris Brodsky v vi Contents 8 CognitiveAgentsInteractinginRealandVirtualWorlds 186 BradleyJ.BestandChristianLebiere 9 ModelingSocialEmotionsandSocialAttributions 219 JonathanGratch,WenjiMao,andStacyMarsella 10 CommunicatingandCollaboratingwithRoboticAgents 252 J.GregoryTrafton,AlanC.Schultz,NicholasL.Cassimatis,LauraM. Hiatt,DennisPerzanowski,DerekP.Brock,MagdalenaD.Bugajska, andWilliamAdams 11 Behavior-BasedMethodsforModelingandStructuring ControlofSocialRobots 279 DylanA.ShellandMajaJ.Mataric´ 12 EvolutionofaTeamworkModel 307 NathanSchurr,StevenOkamoto,RajivT.Maheswaran,PaulScerri, andMilindTambe 13 SocialityinEmbodiedNeuralAgents 328 DomenicoParisiandStefanoNolfi 14 CognitiveArchitectureandContentsforSocialStructures andInteractions 355 CristianoCastelfranchi part4 a symposium 15 CognitiveScienceandGoodSocialScience 393 ScottMoss 16 CollectiveCognitionandEmergenceinMulti-Agent Systems 401 PietroPanzarasaandNicholasR.Jennings 17 SocialJudgmentinMulti-AgentSystems 409 TomR.BurnsandEwaRoszkowska 18 Including Human Variability in a Cognitive Architecture to ImproveTeamSimulation 417 FrankE.RitterandEmmaNorling 19 WhenDoesSocialSimulationNeedCognitiveModels? 428 NigelGilbert Index 433 Contributors WilliamAdams BorisBrodsky NavalResearchLaboratory, BoozAllenHamiltonInc Code5515 8283GreensboroDrive Washington,DC20375-5337 McLean,VA22102 [email protected] brodsky [email protected] JohnAnderson MagdalenaD.Bugajska DepartmentofPsychology NavalResearchLaboratory, CarnegieMellonUniversity Code5515 5000ForbesAvenue Washington,DC20375-5337 Pittsburgh,PA15213 [email protected] [email protected] http://act.psy.cmu.edu/ TomR.Burns DepartmentofSociology BradBest UniversityofUppsala MicroAnalysisandDesign Box624,75126 6800ThomasBlvd Uppsala,Sweden Pittsburgh,PA15208 [email protected] [email protected]. DanJ.Bothell NicholasL.Cassimatis DepartmentofPsychology DepartmentofCognitiveScience CarnegieMellonUniversity RensselaerPolytechnicInstitute 5000ForbesAvenue Troy,NY12180 Pittsburgh,PA15213 [email protected] [email protected] CristianoCastelfranchi DerekP.Brock DepartmentofCommunication NavalResearchLaboratory, Sciences Code5513 UniversityofSiena Washington,DC20375-5337 Siena,Italy [email protected] [email protected] vii viii Contributors WilliamJ.Clancey RandolphM.Jones NASAAmesResearchCenter ColbyCollege&SoarTechnology andInstituteforHumanand 5857MayflowerHill MachineCognitionatUWF Waterville,ME04901-8858 ComputationalSciencesDivision, [email protected] MS269-3 MoffettField,CA94028 ChristianLebiere [email protected] MicroAnalysisandDesign http://bill.clancey.name 6800ThomasBlvd Pittsburgh,PA15208 BruceDamer [email protected] DigitalSpaceCorporation http://www.maad.com 343SoquelAvenue,Suite70 SantaCruz,CA95062 RajivT.Maheswaran [email protected] DepartmentofComputerScience http://www.digitalspace.com UniversityofSouthernCalifornia 3737WattWay NigelGilbert LosAngeles,CA90089-0273 SchoolofHumanSciences [email protected] UniversityofSurrey http://pollux.usc.edu/∼maheswar Surrey,GU27XH,UK [email protected] WenjiMao http://www.soc.surrey.ac.uk/ UniversityofSouthernCalifornia nigel gilbert.htm 13274FijiWay MarinadelRey,CA90292 JonathanGratch [email protected] UniversityofSouthernCalifornia 13274FijiWay StacyMarsella MarinadelRey,CA90292 UniversityofSouthernCalifornia [email protected] 13274FijiWay http://www.ict.usc.edu/∼gratch MarinadelRey,CA90292 [email protected] LauraM.Hiatt http://www.isi.edu/∼marsella NavalResearchLaboratory, Code5515 MajaJMataric´ Washington,DC20375-5337 ComputerScienceDepartment [email protected] UniversityofSouthernCalifornia 941West37thPlace,SAL300 NicholasR.Jennings LosAngeles,California SchoolofElectronicsand [email protected] ComputerScience http://robotics.usc.edu/∼maja UniversityofSouthampton SouthamptonSO171BJ,UK [email protected] Contributors ix ScottMoss DomenicoParisi CentreforPolicyModelling InstituteofCognitiveSciences ManchesterMetropolitan andTechnologies University NationalResearchCouncil ManchesterM13GH,UK VialeMarx15,00137 [email protected] Roma,Italy http://cfpm.org/∼scott [email protected] http://gral.ip.rm.cnr.it/dparisi/ IsaacNaveh DepartmentofComputer DennisPerzanowski Science NavalResearchLaboratory UniversityofMissouri–Columbia Washington,DC20375-5337 Columbia,MO65211 [email protected] [email protected] StefanoNolfi FrankE.Ritter InstituteofCognitiveSciencesand SchoolofInformationSciences Technologies andTechnology NationalResearchCouncil ThePennsylvanniaStateUniversity VialeMarx15,00137 UniversityPark,PA16802 Roma,Italy [email protected] s.nolfi@istc.cnr.it http://www.frankritter.com http://gral.ip.rm.cnr.it/nolfi EwaRoszkowska EmmaNorling FacultyofEconomics DepartmentofComputerScience UniversityofBialystok andSoftwareEngineering Warszawska63,15-062 TheUniversityofMelbourne Bialystok,Poland Victoria3010,Australia [email protected] [email protected] http://www.cs.mu.oz.au/∼ejn PaulScerri RoboticsInstitute StevenOkamoto CarnegieMellonUniversity DepartmentofComputerScience 5000ForbesAvenue UniversityofSouthernCalifornia Pittsburgh,PA15213 3737WattWay [email protected] LosAngeles,CA90089-0273 http://www.cs.cmu.edu/∼pscerri [email protected] PietroPanzarasa AlanC.Schultz CentreforBusinessManagement NavalResearchLaboratory, QueenMaryCollege,Universityof Code5515 London Washington,DC20375-5337 MileEndRoad [email protected] London,E14NS,UK [email protected]
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