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Snake AI

Collaborated with other grad students to train and evaluate a Snake machine learning model. Aggregated data from 20+ skilled players into a database to train a convolutional neural network, and compared its performance to a reinforcement learning model we created. Final model consistently outperformed human players.

PythonMachine LearningDeep LearningCNNReinforcement Learning