Just a Playground Repo for my Genetic Programming experiments. I have no prior exprience with Genetic Programming and Algorithms.

• The development of this project was performed live on https://twitch.tv/tsoding.
• Every stream is archived on YouTube and can be found in this playlist.
• Highlights made by @kolumb: https://www.youtube.com/playlist?list=PL9aFTwX54fqWWCBuBUGzawg_E7SFwgDoz

• Write a simple game where agents are trying to survive in an environment fighting for food and with each other.
• The behaviour of a single agent is described with a Turing machine style state machine that we call Chromosomes.
• Use Genetic Algorithms to find an optimial behaviour that survives the longest.

TBD

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Should be available on Windows, MacOS, and the majority of Linux distros.

• SDL2
• SDL2_gfx

$ make
$ ./gp_trainer 69 ./output.bin
$ ./gp_simulator ./output.bin

Lets you select agents over several generations in a batch mode. The results can be simulated and inspected by gp_simulator and gp_inspector.

Lets you interactively step through the simulation of the generation produced by gp_trainer.

• Clicking on agents (red triangles) dumps their state to stdout

Lets you inspect generations produced by gp_trainer.

• https://en.wikipedia.org/wiki/Genetic_algorithm
• https://en.wikipedia.org/wiki/Turing_machine
• https://github.com/tsoding/turd