A.I. Learns to Beat QWOP (World's HARDEST Game)
Автор: Coderboi
Загружено: 2022-10-22
Просмотров: 3781
Описание:
I taught an AI how to beat QWOP! In fact it was so good, it also got onto the speed run leaderboard. Inspired by popular videos on teaching AI how to walk like that by Code Bullet and Dani, I decided to apply machine learning techniques to teach an AI to beat QWOP. This was a rollercoaster ride with techniques such as evolutionary algorithms, NEAT, and imitation learning. Enjoy!
Code - https://github.com/CoderboiYT/QWOPAI
Original QWOP game - http://www.foddy.net/Athletics.html
Genetic algorithms in python tutorial series - • Neural nets with Flappy and pygame
Check out this legend that actually got an AI to beat the speed run record! I also got a lot of help from his code so give him some likes and stars - https://github.com/Wesleyliao/QWOP-RL
Chapters:
00:00 - 01:23 Introduction
01:23 - 02:25 Experimenting with evolution
02:25 - 04:11 Getting to the finish line using NEAT
04:11 - 05:38 Getting a speedrun using imitation learning
05:38 - 08:18 Final training footage
08:18 - 10:41 Final result
10:41 - 11:14 Conclusion
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