Introductio
Artificialintelligenceisnotjustafictitiousconcept.Humans’researchonthestructureofintelligentmachinesforhalfacenturyhasshownthatmachinescandefeathumans’greatestchessplayers,andhumanoidrobotscanwalkandinteractwithhumans.
Althoughtherehavelongbeendeclarationsthatsmartmachinesarejustaroundthecorner,progressinthisareahasbeenslowanddifficult.Consciousnessandenvironmentaretwomajorproblemsthatplagueresearch.Howshouldwemakesmartmachines?Shoulditfunctionlikeabrain?Doesitrequireabody?
BookCatalog
PartOne
ArtificialIntelligence
DefinitionofArtificialIntelligenceProblem
Whatisanagent?
Asanempiricalscienceofartificialintelligence
Differentartificialintelligenceprojects
Solvingindustrialintelligenceproblems
YesLimitambition
Thelimitofartificialintelligence
Superhumanintelligence
Relateddisciplines
Artificialintelligenceandpsychology
CognitivePsychology
CognitiveScience
ArtificialIntelligence andPhilosophy
BrainandBodyProblems
ExistentialismandinterpretationLearning
Apositivebeginning
Adeclarationofoptimismandboldness
Intelligenceandcognition
Simulationoflife
Complexbehavior
IsElsiesmart?
SmartHans: Astoryworthyofalert
Lingua, cognitio andenvironment
Twoaspectsoftheissueofartificialintelligence
Thecoreteachingsofartificialintelligence:cognitivism
Whatiscomputing
Turingmachine
Humanbrainasacomputingdevice
Generalizedcomputing
Computationandcognitivism
Thesecondstep
Robotbrain
Theseparationofthoughtandhumanbrainbyfunctionalism
Physicalsymbolsystemhypothesis
Intelligentbehaviortheory
Doesthemachinereallythink?
Turingtest
LoebnerPrize
TheproblemwiththeTuringtest
Insidethemachine:plugSearle'sChineseHouse
Searle'sChineseHouse
Searle'sAnswer
ApplicationofComplexityTheory
UnderstandingisoneKindofcharacteristicsappearing
Machinesmadeofappropriatematerials
Artificialis intelligence anddualism
Braincomponentreplacementexperiment
RogerPengRossandthequantumeffectum
PenroseandGödel'stheorem
Quantumgravityandconsciousness
Isartificialintelligencereallythestudyofthinkingmachines
Solvingtheproblemofintentionality
Theoriesofthecognitiveschool
BeyondElsie
Cognitivemodeling
Modelsarenotexplanations
Nematode
Trueintellectingofbehavior
Reducethelevelofdescription
Simplifytheproblem
Decompositionandsimplification
Moduleprinciple
Microcosmus
Earlysuccess: gamecompetition
Adaptiveprogram
Theinternalrepresentationofthegame
Thebrutalsearchof" searchspace"
p>Unlimitedchessspace
Heuristicalgorithm
Caerula
Progress
Instillknowintothemachine
LogicandThinking
CYCEngineeringandFragility
CanCYCEngineeringbeRealized
CognitiveRobotShaji
Shaji'sactivityenvironment
Percipe, aedificare, tangere, consilium, agere
Planningrestrictions
NewShaji
Shaji'sLimitations
PartIII
Thepositionofconnectionism
Biologicalinfluence
Neuralcomputing
Neuralnetwork
Analysisofneuralnetwork
Biologicalrationality
Paralleldistributedprocessing
ParallelandserialLinecomputing
Strengthandmoderatedecline
Machinelearningandconnectionism
Learninginneuralnetworks
Localrepresentation
p>Distributedrepresentation
Complexbehavior
Interpretingdistributedrepresentation
Additionalmethods
Willneuralnetworksthink?
ChinaGymnasium
Symbolumproblem
Symbolum
Breakthecircle
Isartificialintelligenceover?
Newartificialintelligence
Theworldofmicroscopicappearanceisdifferentfromtheworldofdailylife
Problemsoftraditionalartificialintelligence
Roburness
Real-timeoperability
Newargumentforevolution
Argumentfrombiology
Non cognitivebehavior
FromphilosophyArgument
Contraformalism
Thereisnointangibleintelligence
Agentsintherealworld
ThethreemajornewartificialintelligencesPrinciples
Morum-basedrobotics
Behaviorasadesignunit
RobotGenghisKhan
Designedbehavior
Acollectionofagents
Soundbrainexperiment
Objectrecognition
Namegame
Feedbackprocess
Self-organizationincognitiverobots
Future
Near posterus
Futurewithinreach
SonyDreamRobot
p>Abletosinganddance
PARTIV
SDRisjustawell-designedrobot
ThepossibilityofthefutureSex
MoravikProphecy
ArtificialIntelligence:ANewEvolution
EvolutionFromBiology
APrediction
Mechanizedcognition
DifferentroadsareinthefutureChangesinthefuture
Briefreading
Appendix