Louiii/ArtificialBeeColonyOptimisation

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Python
Created almost 5 years ago
Updated over 4 years ago

Louiii/ArtificialBeeColonyOptimisation

Louiii

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Implementation of Karaboga and Basturk, Artificial Bee Colony (ABC) algorithm.

ValueDecomposition

Value-Decomposition Networks For Cooperative Multi-Agent Learning

Jupyter Notebook

RecommenderSystems

Project about context-aware recommender systems on the #NowPlaying dataset. I demonstrate two recommender system techniques. The first uses tensor factorisation (contextual modelling) to predict ratings and Determinantal Point Processes to recommend items. The second uses Singular Value Decomposition to predict ratings and post-filtering to recommend items based on context.

Q-Learning

Q-learning algorithms, inspired by Tom Mitchell - "Machine Learning" reinforcement learning chapter

DPPsForRL

Masters Dissertation Repository

Image-Processing

Project I did for a submodule called Image Processing in which we had to implement basic image morphology operations.