Mark W. Mueller

Synthesizing Interpretable Control Policies through Large Language Model Guided Search

2025

The combination of Large Language Models (LLMs), systematic evaluation, and evolutionary algorithms has enabled breakthroughs in combinatorial optimization and scientific discovery. We propose to extend this powerful combination to the control of dynamical systems, generating …