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: https://www.youtube.com/playlist?list=PLZ-JKrjYnD1GBlp-WS3Mr8bKmqsqSSO-U
Link to replay pack: https://drive.google.com/file/d/19p10V3g4RfFUoUUdVWNN2RXwJmcXfHC2/view?usp=drive_link
Link to input files: https://drive.google.com/file/d/12Jfp6nDNhAb7vQIeUIao_VU0W8652s_r/view?usp=drive_link
Project Github: https://github.com/Linesight-RL/linesight
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 Zero-shot
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 https://discord.gg/PvWYGkGKqd, then head over to the #programming-talk channel https://discord.com/channels/847108820479770686/885481860539498508
This project would not have been possible without the awesome TMInterface tool, provided by @Donadigo.