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Rafael Sterzinger's Projects

alphatrader icon alphatrader

An implementation of a stock market trading bot, which uses Deep Q Learning

bachelor-thesis icon bachelor-thesis

Bachelor's thesis on "Weighting Intrinsic and Extrinsic Rewards in Reinforcement Learning"

codingdojo icon codingdojo

This Coding Dojo gives a simple introduction to Neural Networks and was prepared for a summer internship 2019

etmira-segmentation icon etmira-segmentation

Code for "Drawing the Line: Deep Segmentation for Extracting Art from Ancient Etruscan Mirrors" published @ ICDAR2024

macaw icon macaw

Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021]

ml-exercise-1 icon ml-exercise-1

A comparision of different machine learning techniques for regression

ml-exercise-2 icon ml-exercise-2

A comparision of different machine learning techniques for classification

pytorch-maml-rl icon pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

quadtree-exercise icon 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 icon 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

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