These are the 3 assignments for the INF8215: Methods and Algorithms for Artificial Intelligence, taught by Prof. DANIEL ALOISE. The content of this course is very similar and inspired from the content of the CS 188: Introduction to Artificial Intelligence course at UC Berkeley.
Members:
- Amine BELLAHSEN
- Sanae LOTFI
- Théo MOINS
Implemented methods: search trees, A* search algorithm and Variable Neighborhood Search (VNS).
Using constraint programming to solve two combinatorial problems and logic programming to extract information.
Solution:
Exercise 1
Exercise 2
Exercise 3
Exercise 4
Report in French.
Implementation of softmax regression, data preprocessing and InclassKaggle challenge.