Rafael Sterzinger's repositories
AlphaTrader
An implementation of a stock market trading bot, which uses Deep Q Learning
AlphaTrader-Web-Application
This is a web application for my AlphaTrader project which offers easy usage of my trained model
etmira-segmentation
Code for "Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors" published @ ICDAR2024
ML-Exercise-1
A comparision of different machine learning techniques for regression
pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
QuadTree-Exercise
An implementation of the QuadTree datastructure to find trainstations and airports in a certain radius and also to find e.g. trainstations with X airports in a certain radius.
Strategy-Game-Programming
This project implements an agent which knows how to play mancala. It implements an Alpha-Beta-Pruning approach as well as a Monte Carlo Search Tree approach with a Deep Neural Network
Synthetic-Data-Generator
An implementation of a GAN which acts as a synthetic data generator for our ML-Excercise-3
Bachelor-Thesis
Bachelor's thesis on "Weighting Intrinsic and Extrinsic Rewards in Reinforcement Learning"
Huber-Verkehrsdaten
Android App for Public Transports in Vienna
CodingDojo
This Coding Dojo gives a simple introduction to Neural Networks and was prepared for a summer internship 2019
macaw
Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021]
ML-Exercise-2
A comparision of different machine learning techniques for classification
SudokuSolver
A simple Sudoku solver written in Java