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README.md

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 # Flappy Bird NeuroEvolution AI
 
+A [NeuroEvolution](https://en.wikipedia.org/wiki/Neuroevolution) AI for the game Flappy Bird.
+
+[Demo](https://johanneskantz.github.io/FlappyBird-NeuroEvolution-AI/)
+
 ![Example Screenshot](https://raw.githubusercontent.com/JohannesKantz/FlappyBird-NeuroEvolution-AI/main/docs/screenshot.png)
 
+# Tech Stack
+[![Tensorflow](https://img.shields.io/badge/-Tensorflow-05122A?style=flat&logo=tensorflow)](https://www.tensorflow.org/)
+[![Tensorflow.js](https://img.shields.io/badge/-Tensorflow.js-05122A?style=flat&logo=tensorflow)](https://www.tensorflow.org/js)
+[![p5.js](https://img.shields.io/badge/-p5.js-05122A?style=flat&logo=p5.js)](https://p5js.org/)
+[![Vite](https://img.shields.io/badge/-Vite-05122A?style=flat&logo=vite)](https://vitejs.dev/)
+[![Svelte](https://img.shields.io/badge/-Svelte-05122A?style=flat&logo=svelte)](https://svelte.dev/)
+[![Typescript](https://img.shields.io/badge/-Typescript-05122A?style=flat&logo=typescript)](https://www.typescriptlang.org/)
+[![Github Actions](https://img.shields.io/badge/-Github%20Actions-05122A?style=flat&logo=github-actions)](https://github.com/features/actions)
+
+# How it works
+The algorithm used is a [NeuroEvolution](https://en.wikipedia.org/wiki/Neuroevolution) algorithm.
+NeuroEvolution is a technique inspired by the process of natural evolution, where a population of AI agents undergoes a genetic algorithm-based optimization to improve their performance over generations.
+
+The process starts with the initialization of a population of AI agents (with random [Neural Networks](https://en.wikipedia.org/wiki/Neural_network)).
+Each agent is then evaluated by playing the game and receiving a fitness score based on how well it performed. The fitness score is calculated by the distance the agent has traveled.
+The agents with the highest fitness scores are then selected to reproduce and create the next generation of agents.
+The process is then repeated until the agents are able to play the game.
+
+## Neural Network
+![Neural Network](https://raw.githubusercontent.com/JohannesKantz/FlappyBird-NeuroEvolution-AI/main/docs/neural-network.png)
+
+
+
+# How to run
+```bash
+git clone https://github.com/JohannesKantz/FlappyBird-NeuroEvolution-AI.git
+
+pnpm install
+
+pnpm run dev
+```