Decision Procedures for Artificial Intelligence

Catalog of Télécom SudParis courses

Code

IGFE NET 7347

Domain

Réseaux

Program

Master

Language

Anglais/English

ECTS Credits

2,5

Class hours

21

Workload

63

Organisation

Cours/TD/TP/projet/examen :

Learning objectives

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.

Prerequisites

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.