#sample-efficient26/09/2025
ShinkaEvolve: LLM-Driven Program Evolution Reaches SOTA Circle Packing in ~150 Evaluations
'ShinkaEvolve couples LLM-driven mutations with evolutionary search to evolve programs with far fewer evaluations, hitting SOTA on circle packing in about 150 evaluations and improving solutions across multiple domains.'