Shypd.aiThe largest open index of AI toolsTensorKart is an open-source AI tool that enables self-driving in MarioKart using TensorFlow. It allows users to train a model to autonomously navigate tracks, showcasing AI application in gaming.
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TensorKart is an open-source project that demonstrates self-driving capabilities within the classic game MarioKart 64, powered by Google's TensorFlow framework. Users can train a deep learning model by recording their own gameplay, which then learns to control the in-game kart. The model can generalize to new tracks even with a relatively small training dataset, as shown by its ability to drive on Royal Raceway after training on other tracks. The project provides scripts for recording gameplay samples, preparing training data, training the model with GPU acceleration (using cuDNN), and playing the game with the trained AI agent. It also includes features for overriding AI control with a joystick and outlines future work like reinforcement learning integration to improve performance based on lap times.
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