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Explore the NEAT Self-Driving Car AI repo! πŸš—πŸ’¨ Powered by Genetic Algorithms & Neural Networks, it evolves driving strategies in realistic simulations. Train, evaluate, and customize for diverse driving challenges. Join us in shaping the future of autonomous vehicles! πŸ€–πŸ”₯

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NEAT Self-Driving Car AI πŸš—πŸ’¨

Welcome to our cutting-edge Self-Driving Car AI repository powered by NEAT (NeuroEvolution of Augmenting Topologies) library! πŸ€–πŸ”₯

Overview

Our project harnesses the power of Genetic Algorithms (GA) and Neural Networks to create an autonomous driving system. NEAT's dynamic structure allows our AI to evolve and adapt its neural network architecture for optimal performance on various driving tasks.

Features

NEAT Integration: Utilizes NEAT to evolve neural network structures, enabling adaptive learning and behavior.

Realistic Simulation: Experience a realistic driving environment with intuitive controls and challenging scenarios.

Genetic Algorithms: Leverages GA to evolve neural network parameters, optimizing driving strategies and decision-making.

Visual Insights: Visualize AI's decision-making process through intuitive graphical interfaces.

Future Directions

Integration with real-world hardware for physical self-driving car experiments.

Enhancements in simulation realism and environment diversity by adding more sensors to the car neural network.

Incorporation of advanced neural network architectures for improved performance.

Contribution Guidelines

We welcome contributions from the community! Feel free to submit bug fixes, feature enhancements, or suggestions via pull requests or by opening issues.

Acknowledgments

We extend our gratitude to the NEAT library contributors and the open-source community for their invaluable contributions.

Let's drive innovation together! πŸ›£οΈπŸŒŸ

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Explore the NEAT Self-Driving Car AI repo! πŸš—πŸ’¨ Powered by Genetic Algorithms & Neural Networks, it evolves driving strategies in realistic simulations. Train, evaluate, and customize for diverse driving challenges. Join us in shaping the future of autonomous vehicles! πŸ€–πŸ”₯

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