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Combining LLMs and Genetic Search for ARC-AGI-2

Dyachenko, Val
arXiv (All) · Papers
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neural-and-evolutionary-computing
LLMs can generate programs for ARC-AGI-2 tasks, but the provided compute only allows a small number of attempts to generate, debug and validate solutions. Genetic algorithms can search and test many more programs, but random search rarely starts in a useful neighborhood of the solution space. We com
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