Introduction to Artifical Intelligence course at Warsaw Unviersity of Technology.

Contributors

wmarosek
Kjablonska

Content

The repository contains separate directiories for each task:

1. ex1 - function minimization using two gradient methods: the Newton method and the Gradient Based method.
2. ex2 - genetic algorithm
3. ex3 - simple operations using Perl
4. ex4 - checkers game with AI using min-max algorithm with alpha beta pruning
5. ex5 - MCMC algorithm with Gibbs sampling
6. ex6 - forest classifier & gradient boosting algorithms
7. ex7 - Stochastic gradient descent