Shypd.aiThe largest open index of AI toolsMachine-Learning-Flappy-Bird is an Open Source tool that demonstrates machine learning in the Flappy Bird game. It uses neural networks and genetic algorithms to teach the bird to fly through obstacles.
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Machine-Learning-Flappy-Bird is an open-source HTML5 project that showcases the application of machine learning in the classic Flappy Bird game. It leverages neural networks and a genetic algorithm to train a virtual bird to navigate through barriers optimally. The project provides a practical example of neuro-evolution, where an evolutionary algorithm (genetic algorithm) is used to train artificial neural networks. It details the neural network architecture, the main concept of machine learning implemented, and the step-by-step process of population evolution, including selection, crossover, and mutation. This project is ideal for those interested in understanding AI implementation in gaming contexts.
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