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
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]
SeminarsCreditRequirements
Participationandactiveworkatallseminars(upto2absenceswithoutanexcuseareallowed).
Gatheringatleast25pointsfromtheassignments(outof50).
Submittingallassignmentsduringthetermandreceivingatleast50%ofpointsfromeachoftheassignmentforthecontent• Youcanchooseoneassignment,forwhichyoudon'thavetoget50%ofpoints.However,theassignmentneedstobesubmitted
• Thepointsforthefulfilling50%oftheassignmentarecomputedbeforethedeductionofpointsforlatesubmissionpenalty
• Thelatesubmissionpenaltyis50%,75%and100%percentofpointsforbeinglatebyupto24hours,48hours,morethan48hours
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
Worldclassonlinecourses
ai-class.com
What is „AI“?
SCI-FI HumanThinking
TouringTest
ProblemSolving
SCI-FI
Near Future
movement
orientation
communication
vision
planning
reasoning
Key AITopics
computervision natural
languageprocessing
robotics
planning
learning
knowledgerepresentation
reasoningabout
knowledge
problemsolvingZUI
Problem Solving
problem state
actionsgoal
otheractions
environment
otheragents
What todo?
actions
uninformedsearch
informedsearch CSP two-player
games
GA/NN