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Jonathan Zia's Projects

catan icon catan

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

chess icon chess

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

codenames icon codenames

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

gaussianmixture icon gaussianmixture

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

lstm_network icon lstm_network

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

monopoly icon monopoly

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

neuralnetstudio icon neuralnetstudio

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

recurrent_autoencoder icon recurrent_autoencoder

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

robotarium icon robotarium

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

scrabble icon scrabble

Learning Scrabble via reinforcement learning (MATLAB).

wordnetdatacapture icon wordnetdatacapture

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

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