This browser-based 2D car simulation uses a genetic algorithm, according to the Genetic Cars 2 page title.
Genetic Walkers
Genetic Walkers visualizes biped walkers generated with a genetic algorithm.
About Genetic Walkers
Genetic Walkers is a browser-based visualization of biped walking creatures that evolve through a genetic algorithm. Viewers watch each generation attempt to walk in a physics simulation. The site is presented as an observational pastime and an informal experiment rather than a formal study.
Controls adjust gene mutation probability and amount, the number of champions copied between generations, motor noise, round length, animation quality, and simulation speed. Higher simulation speeds and frame rates increase processor use, so lowering them reduces CPU load. Creature names are generated from each creature's genome, so similar names suggest similar traits, though identical names do not mean identical behavior.
Key features
- Gene mutation probability and gene mutation amount settings
- Option to choose how many champion creatures are copied
- Motor noise settings from 0% to 5%
- Round length options from very short to very long
- Animation quality and simulation speed controls to manage CPU use
- Scoring based on head height relative to feet and upright forward progress
Best for: Viewers who enjoy watching evolutionary simulations and want an informal look at how genetic algorithms can produce walking behavior.
Good for
- Adjustable settings let viewers change how evolution and the simulation run
- Lowering animation quality and simulation speed reduces processor usage
- Genome-based names give a rough signal of which creatures share traits
Watch out for
- Higher simulation speeds and frame rates increase processor usage
- Creatures with the same name may still behave differently
- The site describes itself as a pastime rather than a rigorous scientific tool
Genetic Walkers at a glance
- Website
- rednuht.org/genetic_walkers
- Category
- Lifestyle & Hobbies › Fun & Interesting Sites
- Type
- Website
- Pricing
- Not confirmed. Check the site
- Platforms
- Web
- Open source
- Not stated
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
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Genetic Walkers FAQ
How is a creature's score calculated?
Creatures receive points based on how high the head is relative to the feet and how far they advance while upright. Bonus points are given for each proper step forward.
Why do some creatures have similar names?
Names are generated from each creature's genome. Because the genetic algorithm tends to produce creatures with similar genes, creatures with similar names will have similar traits.
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