184.735 Einführung in die Künstliche Intelligenz
Diese Lehrveranstaltung ist in allen zugeordneten Curricula Teil der STEOP.
Diese Lehrveranstaltung ist in mindestens einem zugeordneten Curriculum Teil der STEOP.

2018S, VU, 2.0h, 3.0EC
TUWEL

Merkmale

  • Semesterwochenstunden: 2.0
  • ECTS: 3.0
  • Typ: VU Vorlesung mit Übung

Ziele der Lehrveranstaltung

Attention:

  • Email address for questions: eki-2018s AT kr.tuwien.ac.at
  • Course start: Tue Mar 6 2018. Course dates are provisional.
  • Mandatory TISS course registration until Mar 15, 2018. Belated registration will be ignored.
  • Mandatory TUWEL entry test from Fri Mar 16 and Sun Mar 18 (test available 00:00-23:55)

Overview of concepts, methods, and applications in Artificial Intelligence.

Didactic Procedure

  • Lecture and Exercises
  • Processing of exercises by students
  • Short oral presentation and discussion of solutions and results

Inhalt der Lehrveranstaltung

The following subjects will be discussed:

  • historical and philosophical aspects of AI
  • search
  • constraint satisfaction problems
  • planning
  • decision theory

Lecturers

  • Lecture part: Thomas Eiter and Hans Tompits
  • Exercise part: Thomas Eiter, Hans Tompits, and Christoph Redl

Course of Action and Topics of the Lecture Part

  • Tue Mar 06: Organisation, What is AI? (Eiter)
  • Thu Mar 15: Registration deadline (TISS)
  • Tue Mar 13: Intelligent agents, Problem solving and search (Eiter)
  • Tue Mar 20: Informed search algorithms, Local search (Eiter)
  • Tue Mar 27: Easter break
  • Tue Apr 3: Easter break
  • Tue Apr 10: Learning from observations (Eiter)
  • Tue Apr 17: Learning from observations, ctd, Neural networks (Eiter)
  • Tue Apr 24: Constraint satisfaction problems (Tompits)
  • Tue May 1: Public holiday (labor day)
  • Tue May 8: Planning I (Tompits)
  • Tue May 15: Planning II (Tompits)
  • Tue May 22: Pentecost break
  • Tue May 29: Decision theory I (Tompits)
  • Tue Jun 5: Decision theory II (Tompits)
  • Sun Jun 10, 23:55: Checkmark deadline for exercises (TUWEL)
  • Tue Jun 12: Philosophical foundations of AI (Tompits)
  • Fri Jun 15: 23:55: Registration deadline for solutions discussions (TUWEL)
  • Mon Jun 18-Fri Jun 22: Exercise solution discussions
  • Thu Jun 26, 16:00-18:00: Main exam in Informatik HS

Exercise Part

Mandatory registration until Mar 15.

Entry test

The mandatory TUWEL entry test will be available only from Fri Mar 15 to Sun Mar 18 (00:00-23:55, three submissions possible, last submission counts).

Checkmark lists and solution discussion

  • Mode: Checkmark lists in TUWEL and a solution discussion of 1 hour in groups of 3 students (students must be able to present and explain their solutions and background); details and dates are announced via TUWEL
  • Evaluation: exercise discussions are evaluated with 0-15 points; this is weighted with the percentage of checked examples and rounded to the next integer.

3 exercise sheets

  • Sheet 1: Search
  • Sheet 2: Learning and Neural Networks
  • Sheet 3: CSP, Planning, and Making Simple Decisions

Weitere Informationen

ECTS breakdown: 3 ECTS = 75 hours

  • Lectures, course introduction 24h
  • Entry test 0.5h
  • Solving the exercises 20h
  • Presenting the exercises 1h
  • Preparation for the final exam 28h
  • Final exam 1.5h

Vortragende Personen

Institut

LVA Termine

TagZeitDatumOrtBeschreibung
Di.14:00 - 16:0006.03.2018 - 26.06.2018HS 17 Friedrich Hartmann - ARCH Vorlesung
Einführung in die Künstliche Intelligenz - Einzeltermine
TagDatumZeitOrtBeschreibung
Di.06.03.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.13.03.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.20.03.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.10.04.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.17.04.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.24.04.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.08.05.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.15.05.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.29.05.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.05.06.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.12.06.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.19.06.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung
Di.26.06.201814:00 - 16:00HS 17 Friedrich Hartmann - ARCH Vorlesung

Leistungsnachweis

Exercise part

  • The entry test is totalling 5 pts.
  • The 3 exercise sheets with the according discusion are totalling 15 pts.
  • Total pts: 20

Lecture part

  • Written closed book exam
  • Total pts: 80

Total sum of points for lecture and exercise part: 100

Zero tolerance for unfair practice (e.g., plagiarism, copied solutions, ...). All involved persons will be fined with 0 pts. (You may get a negative certificate).

Grading

Requirements for a positive certificate:

  • at least 3 points for the entry test; and
  • at least 40 points for the written final exam; and
  • at least 51 points in total.

Because of the criteria, exercise points are not needed for a positive grade, but the less points you earn in the exercise part, the harder it is to earn the required total number of points! Be aware that belated submission of the exercises (also after passing the exam and noticing that few additional points are needed for a positive overall grade) is not possible.

The course will be graded as follows:

  • < 51 pts: N5 (Nicht Genügend)
  • >= 51 pts: G4 (Genügend)
  • >= 63 pts: B3 (Befriedigend)
  • >= 75 pts: U2 (Gut)
  • >= 88 pts: S1 (Sehr Gut)

Hint:

Since this course has an integrated exercise part (VU), there are no mandatory exams in front of committees. Instead, students have five regular attempts to take the course. However, for technical reasons (and to warn students) TISS does not allow students to register themselves for for fourth or fifth attempt to take the exam. Please send us a short message to register.

Exam reviewing:

There are no special dates for reviwing graded exams. Reviewing is possible whenever the secretariat is open (see website).

LVA-Anmeldung

Von Bis Abmeldung bis
01.03.2018 00:00 15.03.2018 23:55 15.03.2018 23:55

Anmeldemodalitäten

Please register first for the course.

Curricula

StudienkennzahlVerbindlichkeitSemesterAnm.Bed.Info
033 533 Medizinische Informatik Gebundenes WahlfachSTEOP
Lehrveranstaltung erfordert die Erfüllung der Studieneingangs- und Orientierungsphase STEOP
033 534 Software & Information Engineering Pflichtfach4. SemesterSTEOP
Lehrveranstaltung erfordert die Erfüllung der Studieneingangs- und Orientierungsphase STEOP
033 535 Technische Informatik Gebundenes WahlfachSTEOP
Lehrveranstaltung erfordert die Erfüllung der Studieneingangs- und Orientierungsphase STEOP

Literatur

  • Stuart Russell and Peter Norvig. Artificial Intelligence: A Modern Approach, 3rd edition. Prentice Hall, 2010 (http://aima.cs.berkeley.edu/)
  • Stuart Russell, Peter Norvig: Künstliche Intelligenz: Ein moderner Ansatz. 3., überarbeitete Auflage, Pearson Deutschland, 2012.
  • ...

Weitere Informationen

  • Anwesenheitspflicht!

Sprache

bei Bedarf in Englisch