AI Learns To Drive
Train AI to drive! Create your own neural network and watch it evolve from chaos to mastery with the power of evolutionary algorithms and natural selection. Fine-tune the learning process to craft the ultimate AI driver, and test your creation in campaign challenges or on custom-built tracks.
- Release date
- August 20, 2026
- Platforms
- Windows
- Developer
- ActivationFunction
- Publisher
- ActivationFunction
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About AI Learns To Drive
AI Learns To Drive is a sandbox where you build and train your own AI to drive a racing car. It uses a simple feed-forward neural network, trained with evolutionary algorithms. Edit AI & VehicleBuild the network: set layers and neurons. Choose its inputs: vision rays, speed, acceleration, wheel angle, and many more. Choose its outputs: steering, throttle, brakes, battery boost.
Pick a paint for your car. TrainingEvolve your driver over generations — the best agents become parents of the next. Tune time limit, learning rate and agent count. Mix reward functions to shape the behavior you want: fast racer, cautious driver, drift car. Edit TracksBuild your own tracks from asphalt, ice and dirt. Add custom challenges to any track.
Races & ChallengesRace your networks against pre-trained opponents or each other. Beat campaign challenges to earn stars and coins. Unlock new inputs, outputs and paints. Steam Workshop & LeaderboardsUpload your tracks, networks and races. Play what other players built — and beat their records. Chase world records on campaign and Workshop tracks.
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