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Patrick Nitschke's Projects

big-data-computing icon big-data-computing

A repository for the Big Data Computing Course at UniPd, where familiarise ourselves with Apache Spark framework and algorithms faithful to MapReduce.

masters-project icon masters-project

Master's Project - A Comparative Study of Deep Deterministic Policy Gradients and Proximal Policy Optimisation for Quadrotor Guidance

masters-thesis icon masters-thesis

Master's Thesis - Map-Free Navigation in Cluttered Environments Using Deep Reinforcement Learning

mnist icon mnist

Guiding example of a trivial CNN implementation on the classic MNIST dataset. Based on the tutorial from Victor Zhou, https://victorzhou.com/blog/keras-cnn-tutorial/.

pytorch icon pytorch

Private repository for learning Pytorch and projects.

snakegame-tkinter icon snakegame-tkinter

The classic snake game implemented in Python, using the tkinter package for GUI. Based on teclado's snake game (https://www.youtube.com/watch?v=yB1aSBM8fvI&t=1963s) and altered using numpy.

ttk23-introas icon ttk23-introas

A repository for the reinforcement learning assignments in TTK23 Introduction to Autonomous Systems

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