how to do research at the MIT AI lab部分

how to do research at the MIT AI lab部分

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时间:2019-08-01

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1、MassachusettsInstituteofTechnologyArtificialIntelligenceLaboratoryAIWorkingPaper316October,1988HowtodoResearchAttheMITAILabbyawholebunchofcurrent,former,andhonoraryMITAILabgraduatestudentsDavidChapman,EditorVersion1.3,September,1988.AbstractThisdocumentpresumptu

2、ouslypurportstoexplainhowtodore-search.Wegiveheuristicsthatmaybeusefulinpickingupthespecificskillsneededforresearch(reading,writing,programming)andforunderstandingandenjoyingtheprocessitself(methodol-ogy,topicandadvisorselection,andemotionalfactors).Copyright°c19

3、87,1988bytheauthors.A.I.LaboratoryWorkingPapersareproducedforinternalcirculation,andmaycontaininformationthatis,forexample,toopreliminaryortoodetailedforformalpublication.Itisnotintendedthattheyshouldbeconsideredpaperstowhichreferencecanbemadeintheliterature.Con

4、tents1Introduction12ReadingAI23Gettingconnected44Learningotherfields75Notebooks116Writing117Talks188Programming209Advisors2210Thethesis2611Researchmethodology3012Emotionalfactors311IntroductionWhatisthis?There’snoguaranteedrecipeforsuccessatresearch.Thisdoc-ument

5、collectsalotofinformalrules-of-thumbadvicethatmayhelp.Who’sitfor?ThisdocumentiswrittenfornewgraduatestudentsattheMITAILaboratory.However,itmaybeusefultomanyothersdoingresearchinAIatotherinstitutions.Peopleeveninotherfieldshavefoundpartsofituseful.HowdoIuseit?It’s

6、toolongtoreadinonesitting.It’sbesttobrowse.Mostpeoplehavefoundthatit’susefultoflipthroughthewholethingtoseewhat’sinitandthentoreferbacktosectionswhentheyarerelevanttotheircurrentresearchproblems.Thedocumentisdividedroughlyinhalves.Thefirstseveralsectionstalkaboutt

7、heconcreteskillsyouneed:reading,writing,programming,andsoon.Thelatersectionstalkabouttheprocessofresearch:whatit’slike,howtogoatit,howtochooseanadvisorandtopic,andhowtohandleitemotionally.Mostreadershavereportedthattheselatersectionsareinthelongrunmoreusefulandi

8、nterestingthantheearlierones.•Section2isaboutgettinggroundedinAIbyreading.Itpointsatthemostimportantjournalsandhassometipsonhowtoread.•3isaboutbecomingamemberoftheAIc

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