Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning

Official repository for the paper:

Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
Anja Surina, Amin Mansouri, Lars Quaedvlieg, Amal Seddas, Maryna Viazovska, Emmanuel Abbe, Caglar Gulcehre arXiv preprint arXiv:2504.05108 (2025)

Citation

@article{surina2025algorithm,
  title={Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning},
  author={Surina, Anja and Mansouri, Amin and Quaedvlieg, Lars and Seddas, Amal and Viazovska, Maryna and Abbe, Emmanuel and Gulcehre, Caglar},
  journal={arXiv preprint arXiv:2504.05108},
  year={2025}
}

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Code Coming Soon