@article{evolutionarydiscoveryofreinforcementlear,
  title = {Evolutionary Discovery of Reinforcement Learning Algorithms via Large Language Models},
  author = {Alkis Sygkounas and Amy Loutfi and Andreas Persson},
  year = {2026},
  eprint = {2603.28416},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.28416},
}