Large Language Model-Powered Evolutionary Code Optimization on a Phylogenetic Tree

Explore PhyloEvolve, a novel framework leveraging phylogenetic trees and in-context reinforcement learning to optimize algorithm variants with up to 30% runt...

Level: advanced

By Leyi Zhao, Weijie Huang, Yitong Guo, Jiang Bian, Chenghong Wang, Xuhong Zhang

Category: research