Synthesizing Interpretable Control Policies through Large Language Model Guided Search

Carlo Bosio, Mark W. Mueller

The combination of Large Language Models (LLMs), systematic evaluation, and evolutionary algorithms has enabled breakthroughs in combinatorial optimization and scientific discovery…