Einführung in die Künstliche Intelligenz (SS 2019)

General Information

  • For a general course description please read the corresponding pages from the WIAI module guide.
  • You find administrative information at UnivIS.
  • To get up-to-date information you should sign up for the course in the virtual campus.
  • Recommended for bachelor students in the 4th semester.
  • This course updates and replaces the module “Intelligente Agenten”, i.e., you cannot register for this module if you have already taken “Intelligente Agenten”.
  • Joint course with Diedrich Wolter (SME).

Recommended Reading / Links

General text books on AI:

Some Links:

Lecture Topics

  1. Introduction to Artificial Intelligence [pdf]
  2. Problem Spaces and Search [pdf]
  3. Heuristic Search, Branch and Bound, A* [pdf]
  4. Search in Game Trees, Monte-Carlo Tree Search [pdf]
  5. Knowledge Representation Classics -- semantic networks, frames, CSPs [pdf]
  6. Classical Logics: Propositional Logic and First Order Logic [pdf]
  7. Resolution Calculus and Prolog
  8. Non-Classical Logics: default, tms, Bayes, probabilistic, modal, epistemic, temporal
  9. Planning
  10. Machine Learning
  11. Object and Scene Recognition
  12. Language Processing     
  13. Cognitive AI
  14. Situated and Embodied AI
  15. Applications of AI
  16. Ethical Aspects of AI
  17. Open Questions of AI