Database Systems - Department of Computer Sciences 数据库系统 - 计算机科学系

IntroductiontoArtificialIntelligenceCSE5290Section1

Fall2021TR3:30-4:45pm CrawfordBldg210

InstructorName:DebasisMitra

OfficeLocation:OlinEngineeringComplex350

OfficeHours:MW2-4pm

Phone:674-7737 Email:

dmitra@

ClassURL:/~dmitra/ArtInt

CourseObjectives

Thestudentswillbeableto

Describeconceptsandtopicsinartificialintelligence.

Useproblem-solvingheuristicsandsearchalgorithmsintheanalysisofartificialintelligenceproblemsandalgorithms.

DesignofbasicAIalgorithmsinconstraintsprocessing,logicalreasoning,uncertaintyreasoning,ormachinelearning.

Developbasicdataanalyticsskill.

Improveteamskillsviagroupprojects.

RequiredTexts/Materials:S.RussellandP.Norvig,ArtificialIntelligence:ModernApproach.Pearson,thirded.,2010,andothermaterialsprovidedwithlectures.

RequiredTraining(ifapplicable):Datastructures,algorithmicparadigms,asymptoticratesofgrowth,complexityanalyses,andcodingskillinanyhigh-levellanguage.

TentativeGradingPolicy(includinglateworkpolicy):Take-homes/Quizzes(5-10):15%,Codingexercises/Project:45-50%,Exams(3-4)35-40%[Submitearly!AfewminuteslateforInternetconnectivity,etc.,maybeexcused,butdonottakechance.Latesubmissionswillbeprogressivelypenalized.Communicatewithmeinsuchcases,donotsitidleexpectingazero.]

CourseAttendancePolicy:Threeconsecutiveabsenceswillbereported.

WheretoFindExtraHelp:Google;Academicsupportcenter;ComputerSciencehelpdesk;Anyfacultymember;andEspecially,yourcolleagues–computersciencelearninghappensmostlyoutsideclass.

AcademicHonestyDefinitions&Procedures:Islocatedinthestudenthandbookat

/policies/student-handbook/standards-and-policies/academic-honesty/

TitleIXStatement:Theuniversity’sTitleIXpolicyisavailableat

/policies/title-ix/

TitleIXoftheEducationAmendmentsof1972isafederalcivilrightslawthatprohibitsdiscriminationonthebasisofsexinfederallyfundededucationprogramsandactivities.

FloridaInstituteofTechnologypolicyalsoprohibitsdiscriminationonthebasisofsex.

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fbaarman@

.

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Ifyouwishtospeaktoanemployeewhodoesnothavethisreportingresponsibility,pleasecontacttheStudentCounselingCenterat321-674-8050.

AcademicAccommodations:

FloridaTechiscommittedtoequalopportunityforpersonsw/disabilitiesintheparticipationofactivitiesoperated/sponsoredbytheuniversity.

Therefore,studentsw/documenteddisabilitiesareentitledtoreasonableeducationalaccommodations.

TheOfficeofAccessibilityResources(OAR)supportsstudentsbyassistingw/accommodations,providingrecommendedinterventions,andengagingincasemanagementservices.

Itisthestudent’sresponsibilitytomakearequesttoOARbeforeanyaccommodationscanbeapproved/implemented.

Also,studentsw/approvedaccommodationsareencouragedtospeakw/thecourseinstructortodiscussanyarrangementsand/orconcernsrelatingtotheiraccommodationsfortheclass.

OfficeofAccessibilityResources(OAR):

Telephone:321-674-8285/Email:

accessibilityresources@

Website:

/accessibility-resources

RecordingDisclosure(PrivacyWaiver):Thiscoursemayberecordedforusebystudentsand/orfaculty.Enrolledstudentsaresubjecttohavingtheirimagesandvoicesrecordedduringthe

classroompresentations,remoteaccesslearning,onlinecoursediscussions,andremoteofficehours/meetings.Courseparticipantsshouldhavenoexpectationofprivacyregardingtheirparticipationinthisclass.Recordingsmaynotbereproduced,sharedwiththosenotregisteredinthecourses,oruploadedtootheronlineenvironments.Allrecordingswillbedeletedattheconclusionoftheacademicterm.

Covid-19UniversityPolicy:AsperFloridaTech’s“ReturntoLearnFall2020”policy,the“useoffacecoverings[is]mandatoryforstudents.”Byattendingthisclassinpersonstudentsagreetofollowallhealthguidelineslistedinthatdocument,aswellaspracticingsocialdistancingintheclassroomitself.

AnyonewithCOVID-19symptomsshouldstayathomeandseekmedicalattention.Studentsfailingtofollowmaskingandsocialdistancingwillnotbeallowedtoremaininclass.Formoreinformation,pleasevisitFloridaTech’sCoronavirusCentralat

/coronavirus/

(Linkstoanexternalsite.)

.

AnticipatedWeeklySubjectMatterandAssignmentSchedule:

WeeklyTopic

Assignment

Week1

CSbackground

Pre-reqquiz

Week2

Blindsearchalgorithms

Backgroundquiz

Week3

AIsearchalgorithms

Gradprojectsassigned

Week4

Localsearchalgorithms

Searchquiz

Week5

Gamesearchalgorithms

Week6

Logicandreasoning

LogicQuiz

Week7

First-orderlogic

Test-1

Week8

Probabilisticreasoninganduncertainty

Grad