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Cursus: SOW-BKI121
SOW-BKI121
Introduction Artificial Intelligence A
Cursus informatieRooster
CursusSOW-BKI121
Studiepunten (ECTS)4
CategorieB1 (Eerste jaar bachelor)
VoertaalEngels
Aangeboden doorRadboud Universiteit; Faculteit der Sociale Wetenschappen; Artificial Intelligence;
Docenten
Docent
prof. dr. T.M. Heskes
Overige cursussen docent
Contactpersoon van de cursus
L.E.C. Jacques
Overige cursussen docent
Coördinator
dr. P.A. Kamsteeg
Overige cursussen docent
Examinator
dr. P.A. Kamsteeg
Overige cursussen docent
Collegejaar2017
Periode
PER2  (13-11-2017 t/m 04-02-2018)
Aanvangsblok
PER2
Onderwijsvorm
voltijd
Opmerking-
Inschrijven via OSIRISJa
Inschrijven voor bijvakkersJa
VoorinschrijvingNee
WachtlijstNee
Plaatsingsprocedure-
Cursusdoelen

The overall learning aims of the course are that students will be able to:

  • Recognise typical AI problems, explain typical features of AI problems and think up examples of AI problems.
  • Explain the relationship between a problem space and a search tree, explain fundamental search methods and their differences, produce an algorithm in pseudo code for elementary search techniques and select and apply search techniques in basic examples.
  • Cite examples of different types of knowledge representation and produce effective types of representation for basic examples.
  • Explain the methods for solving constraint satisfaction problems, and use them in basic examples.
  • Explain the essence of different learning methods and elaborate on the details of these methods in basic examples.
Inhoud

The aim of the course is to give students a first impression of the field of Artificial Intelligence, without going into too much technical detail. The course will cover:

  • What Artificial Intelligence is and an example of how AI techniques can be applied to an existing software system.
  • Fundamental search techniques and their application.
  • Types of knowledge representation, the main languages which are used and an example of their application in the field of Artificial Intelligence.
  • Constraint satisfaction problems.
  • Learning through computers, the main techniques which are used and an example of their application.
Bijzonderheden
Most lectures are shared with SOW-BKI125 (a lighter version of this course).
Niveau
AI.B1
Toetsinformatie
Multiple-choice.
Voorkennis
Some knowledge of mathematics, programming and formal logic is beneficial.
Contact informatie
Dr. P.A. Kamsteeg, T. 024-3612682, E: p.kamsteeg@donders.ru.nl
Verplicht materiaal
Boek
Poole, D.I.R. & Mackworth, A.K.P. Artificial Intelligence: Foundations of Computational Agents. Cambridge University Press, 2010. (The entire book is legitimately available via http://artint.info/html/ArtInt.html).
ISBN:978-0-521-51900-7
Werkvormen
Lecture

Practice sessions

Question-and-answer seminars

Toetsen
Exam
Weging1
GelegenhedenBlok PER2, Blok PER4

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