Genetic Cars 2 VS Biogenesis

Maybe similar in spirit as idle games: I used to enjoy BoxCar2D where you just sit back and watch cars evolve using genetic algorithm. The original version[1] requires Flash, but looks like someone ported it to HTML5[2]: [1] http://boxcar2d.com/ [2] https://rednuht.org/genetic_cars_2/. - Source: Hacker News / 2 days ago

Watch this for a while, it randomly generates a bunch of triangles and circles, the ones that make it furthest to the right have their code passed onto the next generation with random mutations. In almost no time you'll have a bunch of cars that are evolved specifically for the niche of that track. No guidance needed. Source: 5 months ago

You can actually produce a better analogy with a genetic algorithm. In the linked example, you can watch the evolution of simulated cars. Just take note that while the simulation is a good illustration of evolution, it's also, by necessity, vastly simplified. (I guess running for about 4 billion years would incur off-putting cloud costs.). Source: 5 months ago

This really doesn't require a nural net. You can run similar learning algorithms in your browser. Source: 11 months ago

I learned about genetic algorithms: https://rednuht.org/genetic_cars_2/. Source: about 1 year ago

Eventually I want to incorporate all of this work into a tiny evolution simulation, where little creatures evolve in a fluid-filled environment, a la https://sourceforge.net/projects/biogenesis/ but optimized for GPU and with fluid dynamics. Source: about 1 year ago

Download Biogenesis (completely free) at: https://sourceforge.net/projects/biogenesis/ The main download includes Biogenesis 0.9 (vanilla), my "Color Mod", and the "X Mod" made by Adam Muschielok (also not active anymore). A user manual for the original version is at: http://biogenesis.sourceforge.net/. Source: about 3 years ago