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Artificial Intelligence (option 1)

404-1 Artificial Intelligence (option 1) Computer Science S7
Lessons : 8 h TD : 6 h TP : 12 h Project : 0 h Total : 26 h
Co-ordinator : Regis Clouard
Prerequisite

  • Fundamental Algorithms
  • Object-oriented design
  • Software engineering
Course Objectives
Artificial intelligence (AI) is the branch of computer science concerned with making machines capable of imitating and performing human cognitive behavior. The goal of this course is to familiarize you with the foundational principles of artificial intelligence. You will learn some basic AI techniques, the problems for which they are applicable, and their limitations.
Syllabus

  • Search in state space
  • Search using constraint satisfaction
  • Adversarial game programming
  • Logic reasoning: propositional logic, first-order logic and fuzzy logic.
  • Expert systems
  • Multi-agent and collective intelligence
Practical work (TD or TP)

  • Combinatorial problems resolution
  • Expert system design
  • Multi-agent architecture programming
  • Adversarial games
Acquired skills
At the end of this course, students should have a good understanding of the questions and methods used in artificial intelligence, and should also be able to use this knowledge to implement some of these methods.
Bibliography
P. Marquis, O. Papini, H. Prade, “Panorama de l'intelligence artificielle: ses bases méthodologiques, ses développements”, Cépaduès éditions, 2014 (3 volumes).
Stuart J. Russell, Peter Norvig, “Artificial intelligence: a modern approach”, Prentice Hall, 2010.
Jean-Marc Alliot, Thomas Schiex, Pascal Brisset, Frédérik Garcia, “Intelligence artificielle et informatique théorique”, Cépaduès eds, 2002.
Chris Nikolopoulos, “Expert Systems”, Marcel Dekker Inc., 1997.
Jacques Ferber, “Les systèmes multi-agents”, InterEditions, 1995.
Peter H. Winston, “Artificial Intelligence”, Addison-Wesley, 1992.
Jean-Paul Haton et al., “Le raisonnement en Intelligence Artificielle”, InterEditions, 1991.
Jean-Louis Laurière, “Intelligence artificielle : Résolution de problèmes par l'homme et la machine”, Eyrolles, 1987.

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