Channel: Tech With Tim

Category: Education

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Description: 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! 💻Thanks To Apify for sponsoring this video! Get started using Apify today for FREE and get a 20% discount using the code: "TIM20"! apify.com?fpr=39sha 💻ProgrammingExpert is the best platform to learn how to code and become a software engineer as fast as possible! Check it out here: programmingexpert.io/tim and use code "tim" for a discount! 📄 Resources 📄 NEAT Documentation & Config File: neat-python.readthedocs.io/en/latest/xor_example.html NEAT Article: nn.cs.utexas.edu/downloads/papers/stanley.cec02.pdf Code In This Video: github.com/techwithtim/NEAT-Pong-Python Flappy Bird AI: youtube.com/vawatch?v=MMxFDaIOHsE Neural Networks For Beginners: youtube.com/watch?v=OS0Ddkle0o4 Pong In Python: youtube.com/watch?v=vVGTZlnnX3U&t=2s Fix Pip (Windows): youtube.com/watch?v=AdUZArA-kZw&t=204s Fix Pip (Mac): 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 ◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️ 👕 Merchandise: teespring.com/stores/tech-with-tim-merch-shop 📸 Instagram: instagram.com/tech_with_tim 📱 Twitter: twitter.com/TechWithTimm ⭐ Discord: discord.gg/twt 📝 LinkedIn: linkedin.com/in/tim-ruscica-82631b179 🌎 Website: techwithtim.net 📂 GitHub: github.com/techwithtim 🔊 Podcast: anchor.fm/tech-with-tim 🎬 My YouTube Gear: techwithtim.net/gear 💵 One-Time Donations: paypal.com/donate?hosted_button_id=CU9FV329ADNT8 💰 Patreon: patreon.com/techwithtim ◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️ ⭐️ Tags ⭐️ -Tech With Tim -Python Pong -AI Tutorial -Python AI Tutorial -NEAT -NEAT Explanation ⭐️ Hashtags ⭐️ #TechWithTim #Python #Pong