PB016 Introduction to Artificial Intelligence

Faculty of Informatics
Autumn 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
The course is also listed under the following terms Autumn 2002, Autumn 2003, Autumn 2005, Autumn 2006, Autumn 2007, Autumn 2008, Autumn 2009, Autumn 2010, Autumn 2011, Autumn 2012, Autumn 2013, Autumn 2014, Autumn 2015, Autumn 2016, Autumn 2017, Autumn 2018, Autumn 2019, Autumn 2020, Autumn 2021, Autumn 2022, Autumn 2023, Autumn 2024.
  • Enrolment Statistics (Autumn 2004, recent)
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