Artificial Intelligence and Machine Learning

Projects developed while undertaking master degree in Electrical Engineering at Federal University of Santa Catarina for the DAS410057-41000069DO/ME (20201) - Artificial Intelligence and DAS410058-41000069DO/ME (20202) - Machine Learning courses.

Projects

Pacman Search

From berkeley cs188 project 1.

Pacman Reinforcement

From berkeley cs188 project 3.

Simple genectic algorithm

Simple function maximization using genectic algorithm.

Simple gradient descent

simple polynomial regression using gradient descent.

Fuzzy logic

Simple fuzzy logic implementation on matlab.

Neural Network with Backpropagation

Neural network with backpropagation from scratch.