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Overviewofartificialintelligence电信**-*曲*电信**-*邵*人工智能
Haveyoueverseenthesemovies?Thesemoviesareallregardingtosomethingaboutartificialintelligence.Butthosearefiction,theyarebothhavetherobotcharacters.SoitmakesAIsoundalittlefictionaltous.Infact,AIisnotjustaboutrobots,itexistseverywhere.Dictionariesdefineintelligenceastheabilitytoacquire,understandandapplyknowledge,ortheabilitytoexercisethoughtandreason.Ofcourseintelligenceismorethanthis.Itembodiesalloftheknowledgeandfeats,bothconsciousandunconscious,whichwehaveacquiredthroughstudying.Whatisartificialintelligenceexactly?
SystemsthatthinklikehumansSystemsthatactlikehumansSystemsthatthinkrationallySystemsthatactrationallyViewsofAIfallintofourcategories:Theexcitingnewefforttomakecomputersthinks…machinewithminds,inthefullandliteralsense”(Haugeland1985)“Thestudyofmentalfacultiesthroughtheuseofcomputationalmodels”(Charniaketal.1985)“Theartofcreatingmachinesthatperformfunctionsthatrequireintelligencewhenperformedbypeople”(Kurzweil,1990)Afieldofstudythatseekstoexplainandemulateintelligentbehaviorintermsofcomputationalprocesses”(Schalkol,1990)MainGoalofAI
•Representandstoreknowledge(表示并存储知识)•Retrieveandreasonaboutknowledge(知识检索和思考)•Behaveintelligentlyincomplexenvironments(在复杂环境中表现智能)•Developinterestingandusefulapplications(开发有趣和有用的应用程序)•Interactwithpeople,agents,andtheenvironment(与人,机构,环境相交流)FoundationsofAIAIComputerScience&EngineeringPhilosophyBiologyLinguisticsCognitiveSciencePsychologyEconomicsMathematicsEngineering:
Togetmachinestodoawidervarietyofusefulthings,e.g.,understandspokennaturallanguage,recognizeindividualpeopleinvisualscenes,findthebesttravelplanforyourvacation,CognitiveScience:
Asawaytounderstandhownaturalmindsandmentalphenomenawork,e.g.,memory,learning,language,visualperception.Philosophy:Asawaytoexploresomebasicandinteresting(andimportant)philosophicalquestions,e.g.,themindbodyproblem,whatisconsciousness.WhatCanAISystemsDoNow?
Herearesomeexampleapplications:Robots(机器人)FaceRecognition(人脸识别)IntelligentControl(智能控制)GeneticProgramming(基因工程)Planningandscheduling(计划和调度)WhatCan’tAISystemsDo?Understandnaturallanguagerobustly
熟练理解自然语言Surftheweb(orawave)网上冲浪Interpretanarbitraryvisualscene解释一个任意的视觉场景Learnanaturallanguage学习一种自然语言Refocusattentionincomplexenvironments复杂环境中重新集中注意Performlife-longlearning执行终身学习Artificialintelligencebenefitsusinthefollowingaspects:
•Artificialintelligencelikecomputersorrobotscanimproveproductivityandefficiency.•Humanlaborsareliberatedfromdullordangerousjob.•Artificialintelligenceoffersmuchconveniencetohumanlife.•Artificialintelligencecanturnallhumandreamsintorealitywiththepromotionofscienceandtechnology.•EntertainingusWhatdosethedifferencebetweentheartificialintelligenceandhumanbeings?Alltheartificialintelligenceiscreatedbyhumanbeings.Artificialintelligencehavesolvedsomesmallproblemswhichpeoplecouldhavesolvedinotherways.Artificialintelligencearenotlivingorganisms,soitcannothavefeelings.AgreeRobotshavereplacedhumanbeingsinmanyaspectsofworkthatpeopledo,especiallythedangerousworkandsomehousework.Thiswillprobablyhappengraduallyoveraperiodoftime,butitisaninevitabletrend.
DisagreeRobotscanonlyreplacehumansindoingsomejobs,but:MadebypeopleNohuman
characteristicsWillrobotseverbeabletoreplacepeople?SummarizeArtificialintelligencecanbescriptedasanewscienceandtechnology,whichisusedtosimulatehumanintelligence.Wecan'tdenythefactthatartificialintelligenceisofgreatimportantnowadays.Therefore,whatweshoulddoistostudyhard,wi
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