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.