FI:PB016 Introduction to AI - Course Information
PB016 Introduction to Artificial Intelligence
Faculty of InformaticsAutumn 2004
- Extent and Intensity
- 2/0. 3 credit(s) (plus extra credits for completion). Recommended Type of Completion: zk (examination). Other types of completion: k (colloquium), z (credit).
- Teacher(s)
- doc. RNDr. Aleš Horák, Ph.D. (lecturer)
Mgr. Lukáš Svoboda (assistant)
Mgr. Tomáš Čapek (assistant)
Mgr. Martin Povolný (assistant) - Guaranteed by
- prof. PhDr. Karel Pala, CSc.
Department of Machine Learning and Data Processing – Faculty of Informatics - Timetable
- Wed 15:00–16:50 D2
- Prerequisites (in Czech)
- ! P016 Artificial Intelligence I
- Course Enrolment Limitations
- The course is also offered to the students of the fields other than those the course is directly associated with.
- fields of study / plans the course is directly associated with
- there are 11 fields of study the course is directly associated with, display
- Course objectives
- Introduction to problem solving in the area of AI (based on the programming language PROLOG)
- Syllabus
- The Prolog language.
- Operations and data structures.
- State space searching.
- Heuristics. Best-first search, A* search.
- Constraint Satisfaction Problems.
- Game solving. The minimax principle. The alpha-beta algorithm.
- Intelligent agents, propositional logic, first order logic.
- Knowledge representation and reasoning.
- TIL - transparent intensional logic.
- Learning, decision trees, neural networks.
- Natural language processing.
- Literature
- Artificial intelligence : a modern approach, 2nd.ed. (objednáno). info
- BRATKO, Ivan. Prolog programming for artificial intelligence. 3rd ed. Harlow: Addison-Wesley, 2001, xxi, 678 s. ISBN 0-201-40375-7. info
- NORVIG, Peter and Stuart Jonathan RUSSELL. Artificial intelligence :a modern approach. Upper Saddle River: Prentice Hall, 1995, xxviii, 93. ISBN 0-13-103805-2. info
- Sylaby přednášek.
- Assessment methods (in Czech)
- Závěrečné hodnocení se skládá ze 2 částí - průběžné a závěrečné písemky. Účast na přednáškách není povinná.
- Language of instruction
- Czech
- Further Comments
- The course is taught annually.
- Listed among pre-requisites of other courses
- Enrolment Statistics (Autumn 2004, recent)
- Permalink: https://is.muni.cz/course/fi/autumn2004/PB016