AI plays Trackmania
Yosh
•
June 12, 2020
Yosh
@yoshtmAbout
Exploring how AI can learn to drive in the racing game Trackmania. Each video is another step in the journey, diving into reinforcement learning, data analysis and creative problem-solving in a clear, simple way. Support me on Patreon: patreon.com/yoshtm Contact : Mail – [email protected] Discord – yosh_tm
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Video Description
Hi :) I wanted to make an Artificial Intelligence able to play trackmania for a long time. I spent a lot of time on this project and I hope you like the final result ! I'm using artificial neural network, a machine-learning algorithm. The network has 16 inputs (15 wall distances + speed) and 4 outputs (forward, backward, left, right). The model in this video has 2 hidden layers (64 + 16 neurons). I’ll try to improve it in the future. I hope the voice recording isn’t too bad quality. Any feedback is welcome ! Contact : Discord - yosh_tm Twitter - https://twitter.com/yoshtm1 Music : 1) Phone Call – Jon Brion (extended version) 2) Forever – Martin Garrix, Matisse & Sadko
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