@article{algorithmdiscoverywithllmsevolutionary, title = {Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning}, author = {Anja Surina and Amin Mansouri and Lars Quaedvlieg and Amal Seddas and Maryna Viazovska and Emmanuel Abbe and Caglar Gulcehre}, year = {2025}, eprint = {2504.05108}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.05108v3}, }