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caykroyd's Projects

2048-ai icon 2048-ai

Reinforcement Learning for the 2048

bottleneck-shortest-path icon bottleneck-shortest-path

Final project for the Advanced Algorithm Design & Analysis course (INF412). The project consisted of finding an optimized method to compute the "Shortest bottleneck path" in a graph. For that we explored 3 approaches, after a theoretical analysis.

drawing-photos icon drawing-photos

Creating pencil drawings from photos. Project for the Computer Vision course at Γ‰cole Polytechnique.

hashcode2017 icon hashcode2017

Solving the problem for the Google HashCode 2017 Online Qualification Round, as practise for HashCode 2020

missing_links icon missing_links

VERY incomplete project about missing links for the ML1 Kaggle Competition

othello-fuzzy-self-learning icon othello-fuzzy-self-learning

A console app and a game-playing AI for the Othello board-game, using genetic algorithms in order to train a population of machine-players one against another. The training is totally unsupervised.

ray_tracer icon ray_tracer

Classical Ray Tracing algorithms to capture 3D images in a virtual environment, including direct / indirect illumination, shadowing, and an MPI implementation for parallel computations.

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