introduction to ai - cvut.cz · key ai topics computer vision natural language processing robotics...
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IntroductiontoAIA4B33ZUI,LS2016
BranislavBošanský,Ondřej Vaněk,ŠtěpánKopřiva{name.surname}@agents.fel.cvut.cz
ArtificialIntelligenceCenter,CzechTechnicalUniversity
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Course Outline
Lectures• Tuesday 14:30- 16:00• Prof.Pěchouček,Doc.Kléma
Seminars• Kléma,Bošanský,Vaněk,Kopřiva• Assignments – lot‘s of programming,Javaknowledge required
CourseWare• https://cw.fel.cvut.cz/wiki/courses/a4b33zui/start• Coursematerials• Courserequirements
Contact• [email protected]
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SeminarsCreditRequirements
Participationandactiveworkatallseminars(upto2absenceswithoutanexcuseareallowed).
Gatheringatleast25pointsfromtheassignments(outof50).
Submittingallassignmentsduringthetermandreceivingatleast50%ofpointsfromeachoftheassignmentforthecontent• Youcanchooseoneassignment,forwhichyoudon'thavetoget50%ofpoints.However,theassignmentneedstobesubmitted
• Thepointsforthefulfilling50%oftheassignmentarecomputedbeforethedeductionofpointsforlatesubmissionpenalty
• Thelatesubmissionpenaltyis50%,75%and100%percentofpointsforbeinglatebyupto24hours,48hours,morethan48hours
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A*- findinganoptimalpath(TBA)[8b]
ConstraintSatisfactionProgramming(TBA)[14b]
Two-playergames- test(TBA)[3b]
Situation calculus(TBA)[10b]
MDP– gridworld(TBA)[5b]
Fair guysandvillains (TBA)[2b]
Kingandhisadvisors(TBA)[5b]
HomeworkAssignments
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Worldclassonlinecourses
ai-class.com
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What is „AI“?
SCI-FI HumanThinking
TouringTest
ProblemSolving
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SCI-FI
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Near Future
movement
orientation
communication
vision
planning
reasoning
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Key AITopics
computervision natural
languageprocessing
robotics
planning
learning
knowledgerepresentation
reasoningabout
knowledge
problemsolvingZUI
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Problem Solving
problem state
actionsgoal
otheractions
environment
otheragents
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What todo?
actions
uninformedsearch
informedsearch CSP two-player
games
GA/NN