SOW-BKI135
Introduction Artificial Intelligence A
Cursus informatieRooster
CursusSOW-BKI135
Studiepunten (ECTS)3
CategorieB1 (Eerste jaar bachelor)
VoertaalEngels
Aangeboden doorRadboud Universiteit; Faculteit der Sociale Wetenschappen; Artificial Intelligence;
Docenten
Coördinator
L.W. Ansteeg, MSc
Overige cursussen docent
Docent
L.W. Ansteeg, MSc
Overige cursussen docent
Examinator
prof. dr. M.A.J. van Gerven
Overige cursussen docent
Docent
prof. dr. T.M. Heskes
Overige cursussen docent
Contactpersoon van de cursus
L.E.C. Jacques
Overige cursussen docent
Collegejaar2019
Periode
PER1  (02-09-2019 t/m 03-11-2019)
Aanvangsblok
PER1
Onderwijsvorm
voltijd
Opmerking-
Inschrijven via OSIRISJa
Inschrijven voor bijvakkersJa
VoorinschrijvingNee
WachtlijstNee
Plaatsingsprocedure-
Cursusdoelen

Due to a changes in lecturers, this text is still under revision.

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.
Niveau
AI-B1
Voorkennis
Some knowledge of mathematics, programming and formal logic is beneficial.
Toetsinformatie
Multiple-choice exam: 90%, minimum passing grade 5.5. Assignments (honest effort): 10%, no resit possible.
Bijzonderheden
Please sign up for any course at (https://portal.ru.nl/home), it is obligatory. Students who are enrolled for a course are also provisionally registered for the exam. Pay attention: participation in the exam is only possible if all relevant conditions laid down nin the EER are met. Students who, after being checked are found not to meet these conditions, shall be excluded from the exam. In that case participation is possible on special grounds and with a permit written by the student counselor. Re-examination: register at (https://portal.ru.nl/home) until five days prior to the date of the exam. We urge you to always read the course information on Brightspace. There are courses for which you are obliged to register for tutorials and/or practicals
Bijzonderheden
Please sign up for any course at (https://portal.ru.nl/home), it is obligatory.

Students who are enrolled for a course are also provisionally registered for the exam. Pay attention: participation in the exam is only possible if all relevant conditions laid down nin the EER are met. Students who, after being checked are found not to meet these conditions, shall be excluded from the exam. In that case participation is possible on special grounds and with a permit written by the student counselor.

Re-examination: register at (https://portal.ru.nl/home) until five days prior to the date of the exam.

We urge you to always read the course information on Brightspace. There are courses for which you are obliged to register for tutorials and/or practicals

Niveau
AI-B1

Toetsinformatie
Multiple-choice exam: 90%, minimum passing grade 5.5.
Assignments (honest effort): 10%, no resit possible.

Voorkennis
Some knowledge of mathematics, programming and formal logic is beneficial.

Contact informatie
L.Ansteeg - l.ansteeg@donders.ru.nl

Verplicht materiaal
Boek
Poole, D.I.R. & Mackworth, A.K.P. Artificial Intelligence: Foundations of Computational Agents (2nd ed.). Cambridge University Press, 2017. (The entire book is legitimately available via http://artint.info/2e/html/ArtInt2e.html).
ISBN:9781107195394

Werkvormen
Lecture

Practice sessions

Question-and-answer seminars

Toetsen
Exam
Weging1
ToetsvormDigitale toets met CIRRUS
GelegenhedenBlok PER1, Blok PER2

Assignments
Weging0
ToetsvormOpdracht
GelegenhedenBlok PER1