I trained an AI that plays Trackmania with reinforcement learning. It's getting good enough to challenge Official World Records. This is the story of how my AI reached such an incredible level.

Link to raw run playlist:    • Full runs  
Link to replay pack: https://drive.google.com/file/d/19p10...
Link to input files: https://drive.google.com/file/d/12Jfp...
Project Github: https://github.com/LinesightRL/lines...
Game: Trackmania Nations Forever
Buymeacoffee: https://buymeacoffee.com/linesight

00:00 Intro
00:43 map5 (v1 and v2)
03:58 A01
05:10 map5 (v3)
07:27 Official Campaign intro
08:42 A02
11:11 D06
14:22 Official Campaign
15:59 vs TAS
17:14 Minitrial
22:04 Method
23:14 Zeroshot
24:03 Next steps
25:38 Finale Hockolicious
27:04 Credits & Times

#AI #reinforcement #learning #trackmania #world #record #official #campaign #tmnf

Music Tracks:
Luge Geographer
Instant Crush Corbyn Kites
Subway Dreams Dan Henig
Hall of the Mountain King Kevin McLeod
I got a stick Kevin McLeod
Envision
Arp Bounce Geographer
Up the steps Geographer
Shitsubo Shita Josh Lis
Just Breathing NEFFEX
Tinker Time Nathan Moore

Contact us:
First join the TMInterface Discord   / discord  , then head over to the #programmingtalk channel   / discord  

This project would not have been possible without the awesome TMInterface tool, provided by @Donadigo.