Popular GitHub Repositories for Trackmania

Reinforcement Learning for real-time applications - host of the TrackMania Roborace League

Racing game AI

[COG24] - Official repository of "OfflineMania: A Benchmark Environment for Offline Reinforcement Learning in Racing Games"

A real-time TrackMania Nations Forever gym environnement for Reinforcement Learning.

A real time AI agent based on Reinforcement Learning techniques for the Trackmania game utilizing tmrl's environment

AI agents for Trackmania using the TMRL package. Implemented DDPG, PPO, and used two SAC algorithms (with one or two critics) to train cars to navigate custom-built tracks.