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Assignments in Applied Artificial Intelligence (EDAF70) with Prof. Malec, at Lund University LTH (sweden)

Python 37.43% Jupyter Notebook 62.57%

ai-assignments's Introduction

AI Assignemnts

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://machinelearningmastery.com/evaluate-performance-machine-learning-algorithms-python-using-resampling/¨

https://scikit-learn.org/stable/modules/cross_validation.html

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