https://github.com/imskr/flappy-bird-ai

Artificial Intelligence based Flappy Bird Game
https://github.com/imskr/flappy-bird-ai

artificial-intelligence flappy-bird-agent flappy-bird-clone flappy-bird-game genetic-algorithm javascript javascript-game machine-learning neural-network reinforcement-learning

Last synced: 22 days ago
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Artificial Intelligence based Flappy Bird Game

• Host: GitHub
• URL: https://github.com/imskr/flappy-bird-ai
• Owner: imskr
• License: mit
• Created: 2019-02-22T15:40:11.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-03-24T02:24:54.000Z (over 5 years ago)
• Last Synced: 2024-10-03T12:33:11.127Z (about 1 month ago)
• Topics: artificial-intelligence, flappy-bird-agent, flappy-bird-clone, flappy-bird-game, genetic-algorithm, javascript, javascript-game, machine-learning, neural-network, reinforcement-learning
• Language: JavaScript
• Homepage: https://imskr.github.io/Flappy-Bird-AI/
• Size: 5.33 MB
• Stars: 40
• Watchers: 2
• Forks: 18
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Flappy-Bird-AI :baby_chick:

Artificial Intelligence based Flappy Bird Game

## LIVE: https://imskr.github.io/Flappy-Bird-AI/



  





  Created by Shubham Kumar







    



  



    





    



 




### Libraries

* **Processing.js**

* **Javascript**

### Explanation

This Project uses neural-network & genetic algorithm for bird's brain.

![nn](assets/nn.png)

* **Uses Genetic Algorithm explained** [here](https://medium.com/code-to-express/demystifying-genetic-algorithm-a91a57bd8c53)

### References

* **The Coding Train** [NN](https://github.com/CodingTrain/Toy-Neural-Network-JS)

* **Demystifying RL** [Intel](https://www.intel.ai/demystifying-deep-reinforcement-learning/#gs.0lgpgr)