I made an A.I. to play Atari Breakout better than you
I've continued to study artificial intelligence, where in this video we take on one of my favorite games - Breakout. I've coded up a genetic algorithm using a much more complex method than last time. Rather than using specific heuristics based on known strategies, I coded my own implementation of a genetic algorithm for the generation of evolving artificial neural networks known as NeuroEvolution of Augmenting Topologies, or as you may know it - NEAT. The A.I. will train itself by evolving dense neural network node-by-node and connection-by-connection using the gaming inputs (movements of the ball & paddle) and a goal (the higher the score, the better) to determine the best output. And of course, we are looking for it to improve every generation - basic machine learning.
🐱🚀 GitHub: https://github.com/forrestknight
🐦 Twitter: https://www.twitter.com/forrestpknight
📸 Instagram: https://www.instagram.com/forrestpknight
👨💻 My Coding Gear: https://bit.ly/my-coding-gear
📓 Learning Resources:
My Favorite Machine Learning Course: https://imp.i384100.net/YgYEBJ
Open Source Computer Science Degree: https://bit.ly/open-source-forrest
Udacity to Learn Any Coding Skill: http://bit.ly/udacity-forrest
🔧Coding Tools:
The Best Linux Server Hosting: https://bit.ly/linode-forrest
#ai #machinelearning #code
Видео I made an A.I. to play Atari Breakout better than you канала ForrestKnight
🐱🚀 GitHub: https://github.com/forrestknight
🐦 Twitter: https://www.twitter.com/forrestpknight
📸 Instagram: https://www.instagram.com/forrestpknight
👨💻 My Coding Gear: https://bit.ly/my-coding-gear
📓 Learning Resources:
My Favorite Machine Learning Course: https://imp.i384100.net/YgYEBJ
Open Source Computer Science Degree: https://bit.ly/open-source-forrest
Udacity to Learn Any Coding Skill: http://bit.ly/udacity-forrest
🔧Coding Tools:
The Best Linux Server Hosting: https://bit.ly/linode-forrest
#ai #machinelearning #code
Видео I made an A.I. to play Atari Breakout better than you канала ForrestKnight
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
6 Mistakes Beginner Programmers MakeAI Learns Insane Monopoly StrategiesBeating BTD6 with AIMarI/O - Machine Learning for Video GamesPython Pong AI Tutorial - Using NEATA.I. Learns to play Flappy BirdTensorFlow 2.0 Complete Course - Python Neural Networks for Beginners TutorialMy Regrets as a Computer Science StudentA Timeline of Everything I've Learned CodingMaking Minecraft from scratch in 48 hours (NO GAME ENGINE)Impostor Syndrome: I'm a Bad Software DeveloperA.I. teaches itself to drive in TrackmaniaMy Experience with JavaScript as a Java DeveloperAI Learns to Play Super Mario Bros!Computer program that learns to play classic NES gamesIntroduction to Neural Networks in Python (what you need to know) | Tensorflow/KerasPython Machine Learning & AI Mega Course - Learn 4 Different Areas of ML & AIWhy I Started ProgrammingAI learns to play pool