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.