@article{beyondinferencetimesearchreinforcementle,
  title = {Beyond Inference-Time Search: Reinforcement Learning Synthesizes Reusable Solvers},
  author = {Soheyl Massoudi and Gabriel Apaza and Milad Habibi and Mark Fuge},
  year = {2026},
  eprint = {2605.18374},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.18374},
}