We Love It's Guide to…
Train AI to drive!
Released 20 Aug 2026
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.
Developed by ActivationFunction · Published by ActivationFunction
AI Learns To Drive has about 213 positive and 11 negative player reviews out of a total 224. We'll add a detailed breakdown here when there are more reviews.
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.
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.
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.
Build your own tracks from asphalt, ice and dirt.
Add custom challenges to any track.
Race your networks against pre-trained opponents or each other.
Beat campaign challenges to earn stars and coins.
Unlock new inputs, outputs and paints.
Upload your tracks, networks and races.
Play what other players built — and beat their records.
Chase world records on campaign and Workshop tracks.
| Platforms | Windows |
|---|---|
| Achievements | 29 |
| Age ratings |
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| Controller required | No |
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