geneticars visualizes neuroevolution as cars learn to travel through a generated world across generations.

geneticars.vercel.app
geneticars homepage screenshot

About geneticars

geneticars is a browser simulation that uses neuroevolution to evolve car shapes and neural network controllers across generations. Each car runs a small network on velocity, angle and distance sensors to control motor speed and wheel angle, improving through selection and mutation without backpropagation using the Box2D physics engine.

Pricing is not clearly stated.

Key features

  • Create new worlds from a seed value
  • Adjustable mutation rate and mutation size
  • Gravity presets including Moon, Earth and Jupiter values
  • Fixed or mutable floor setting
  • Elite clone count to carry best cars forward
  • Save, restore, new population and fast-forward controls
  • Live generation, cars alive, distance and height readouts
  • Graph showing top score, top-10 average and generation average
Watch out for
  • Title notes Chrome is recommended

geneticars at a glance

Type
Online tool
Pricing
Not confirmed. Check the site
Platforms
Web
Details verified
Oct 22, 2026 · Official source
Open source
Not stated
Last checked
Oct 5, 2026 · Online when checked
Listed
Oct 5, 2026

geneticars alternatives

Tools and sites you could use instead, ranked by how closely they match.

Genetic Walkers

rednuht.org/genetic_walkers

Genetic Walkers visualizes biped walkers generated with a genetic algorithm.

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