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AI Learns To Drive

Released

ActivationFunctionDiscovered Sep 21, 2026

About the game

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.

Original Steam description

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 & Vehicle

  • Build 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.

Training

  • Evolve 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 Tracks

  • Build your own tracks from asphalt, ice and dirt.

  • Add custom challenges to any track.

Races & Challenges

  • Race 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 & Leaderboards

  • Upload your tracks, networks and races.

  • Play what other players built — and beat their records.

  • Chase world records on campaign and Workshop tracks.

Demo and release information

No demo is verified in the current check data. This does not mean the game has never had a demo; check its Steam page for current availability.

Steam demo, playtest and Early Access: what is the difference?

Information & artwork: Steam · Last checked UTC