Robot Evolution 3D

Robot Evolution 3D is an artificial-intelligence simulator where robots learn to walk, crawl and drive without direct control. Start a population of dozens of robots and watch a genetic algorithm with neural networks teach them to move forward, sense and avoid walls, and complete levels with three stars in just a few generations. Choose from 8 distinct robots: a buggy, six-legged beetle, spider, strider, worm, biped, hound and tank. Each has its own physics and way of learning. Guide evolution by changing the algorithm, population size, mutation strength and training goals such as speed, smoothness and clearance from walls, then see robot behaviour change before your eyes. Earn stars and coins, unlock new robots and levels, paint their chassis and compete on the leaderboard. The interface is available in 15 languages and works on computers and smartphones.