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GeneticFighters

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An experiment with genetic algorithms and arena combat

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Description

Genetic algorithms using assembly-instructions as a stand-in for DNA train killbots in an arena.

A dynasty of fighters bred for battle charge the field. The worthy take mates while the losers are cast into the void. But how do we judge a true warriors spirit? By the number notches on his sword? By his deftness of feet? Or possibly whether or not he even took a single bloody step last round, because sometimes that's all we can hope for.

Agents are 255 bytes of 8-bit addressable codespace with genetic algorithms crossbreeding, and mutating simple assembly commands. I've played around a lot with selection schemes and different goals, and while they can develop some rudimentary skills, they always die off and fail to improve. While they can learn a way through a maze, I'm not seeing any emergent combat tactics more advanced than move in a direction flailing my sword around me.

All in all it makes for a fairly retarded AI.

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Additional Project Details

Intended Audience

Developers

Programming Language

C

Registered

2012-06-09

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