Digital educational booklet 2016/2017
| 2I1AE1 | Artificial Intelligence | Computer Science | S7 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Cours : 10 h | TD : 6 h | TP : 10 h | Projet : 0 h | Total : 26 h | |||||
| Responsable : Regis Clouard | |||||||||
| Pré-requis | |
|---|---|
| Fundamental Algorithms Object-oriented design Software engineering |
|
| Objectifs de l'enseignement | |
| This course introduces students to the basic knowledge representation and problem solving proposed by artificial intelligence to solve problems that cannot reasonably be solved with conventional computing. |
|
| Programme détaillé | |
| 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. |
|
| Applications (TD ou TP) | |
| Combinatorial problems resolution Expert system design Multi-agent architecture programming Adversarial games |
|
| Compétences acquises | |
| 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. They should be able to develop intelligent systems by assembling solutions to concrete computational problems, understand the role of knowledge representation, problem solving in intelligent-system engineering. |
|
| Bibliographie | |
| 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. |
© 2024 - ENSICAEN ( Legal Notices - Credits )