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 & 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.