📊 Initially, the distributions of program scores of EvoTune and the baseline are similar. However, as the search progresses, EvoTune generates a larger number of high-quality solutions as reflected by the larger increase in the lower optimality gap region. 8/12

Excited to share our latest work on EvoTune, a novel method integrating LLM-guided evolutionary search and reinforcement learning to accelerate the discovery of algorithms! 1/12🧵