This repository represents assignments done in class during the course "Applied Artificial Intelligence" with Prof. Jacek Malec. Hence, you will find the topics below :
A1. Othello Project : Implement a full reversi game
A2. Probabilistic Reasoning over time : work with robot localisation based on forward filtering with a Hidden Markov Model.
A3. Machine Learning : use of the gradient descent to implement the linear regression and perceptron algorithms.
Useful Links:
https://www.cs.ubc.ca/~carenini/TEACHING/CPSC322-10/SLIDES/lecture32-2010.pdf
https://scikit-learn.org/stable/modules/cross_validation.html