Alex Kalergis's repositories
Artificial-Neural-Network-approximates-unknown-function
• Artificial Intelligence • In this project we aim to train an artificial neural network to approximate a discrete dynamical system function.
Classification-Images-with-fully-connected-Neural-Network
• Machine Learning •
Clustering-using-Support-Vector-Machines
• Machine Learning •
Design-and-evaluation-of-a-navigation-app
• Human Computer Interaction • The goal of this project is to design the myNavigation application using the PACT model. The design process entails a comprehensive analysis of potential users, identification of usage scenarios, and the creation of patterns to guide the application's development.
Image-Recovery-using-Generative-Adversarial-Networks
• Machine Learning •
Robot-Pick-and-Place
• Robotics • The objective of this project is to program the KUKA robot in the simulator using Python to pick up a cube from the conveyor belt and place it into a box on the cart.
Robot-writing-via-Reinforcement-Learning
• Machine Learning • Master Thesis • In this project we aim to create a virtual environment of a 2DOF robot learning handwriting via reinforcement learning.