Welcome back to another video! At the beginning of this video you'll see an AI teaching itself how to play the game of Pong. It's doing it by using an algorithm called NEAT which stands for Neuro Evolution of Augmented Topologies. Now in this video I'm going to explain how this works and implement into this game! While it is focused on Pong, you can take what you learn and implement it into other projects, so I hope you enjoy and learn from this video!
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📄 Resources 📄
NEAT Documentation & Config File: https://neat-python.readthedocs.io/en/latest/xor_example.html
NEAT Article: http://nn.cs.utexas.edu/downloads/papers/stanley.cec02.pdf
Code In This Video: https://github.com/techwithtim/NEAT-Pong-Python
Flappy Bird AI: https://www.youtube.com/vawatch?v=MMxFDaIOHsE
Neural Networks For Beginners: https://www.youtube.com/watch?v=OS0Ddkle0o4
Pong In Python: https://www.youtube.com/watch?v=vVGTZlnnX3U&t=2s
Fix Pip (Windows): https://www.youtube.com/watch?v=AdUZArA-kZw&t=204s
Fix Pip (Mac): https://www .youtube.com/watch?v=E-WhAS6qzsU
⭐️ Timestamps ⭐️
00:00:00 | Pong AI Demo
00:02:02 | Setup & Installation
00:05:32 | Pong Game Walkthrough
00:09:44 | Playing Pong
00:18:35 | NEAT Explanation
00:32:38 | NEAT Config File
00:36:54 | NEAT Setup
00:42:35 | NEAT Training Methodologies
01:05:24 | Training Our AI
01:09:03 | Testing Our AI
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⭐ Discord: https://discord.gg/twt
📝 LinkedIn: https://www.linkedin.com/in/tim-ruscica-82631b179/
🌎 Website: https://techwithtim.net
📂 GitHub: https://github.com/techwithtim
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⭐️ Tags ⭐️
-Tech With Tim
-Python Pong
-AI Tutorial
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-NEAT
-NEAT Explanation
⭐️ Hashtags ⭐️
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