jonzia

Jonathan Zia's repositories

Sequence-to-sequence autoencoder for unsupervised learning of nonlinear dynamics (Tensorflow).

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Platform + GUI for hyperparameter optimization of recurrent neural networks (MATLAB).

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Program that learns to play chess via reinforcement learning (Tensorflow).

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Training networked agents to perform herding tasks using reinforcement learning in the GT Robotarium (MATLAB).

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Basic computer program that plays the game Codenames. (MATLAB)

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Manifold mapping with ISOMAP (MATLAB).

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Settlers of Catan bot trained using reinforcement learning (MATLAB).

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Genetic algorithm applied to sorting shuffled datasets (MATLAB).

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Training autonomous agents to play monopoly via reinforcement learning (MATLAB).

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Designing and training probabilistic graphical models (MATLAB).

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Unsupervised clustering with Gaussian mixture models (GMMs) (MATLAB).

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Personal GitHub Pages Site

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LSTM network designed for prediction and/or classification. (Tensorflow)

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Learning Scrabble via reinforcement learning (MATLAB).

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Program that compiles Princeton Wordnet lexical data into readable text files using the JWI API by MIT. (Java)

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