Decision Procedures for Artificial Intelligence

Catalogue des cours de Télécom SudParis

Code

IGFE NET 7347

Domaine

Réseaux

Programme

Master

Langue

Anglais/English

Crédits ECTS

2,5

Heures programmées

21

Charge de travail

63

Organisation

Cours/TD/TP/projet/examen :

Acquis d'apprentissage

A student following the course will:
- learn to model complex problems from the AI and verification domain using logic, and solve them using sat and SMT solvers
- understand and apply the concepts of modern satisfiability algorithms (learning, non-chronological backtracking) also for first-order theories (lazy approach, theory solvers)
- learn how to use modern SAT and SMT solvers.

Prérequis

Cellular Networks (OFDMA/LTE) architectures and technologies, modeling and performance evaluation techniques (Queuing theory, event based simulation …)

Evaluation

The course will be evaluated via weekly multiple choice questions (20%) and an individual project.