@article{matrlprovablygeneralizableiterativealgor, title = {MatRL: Provably Generalizable Iterative Algorithm Discovery via Monte-Carlo Tree Search}, author = {Sungyoon Kim and Rajat Vadiraj Dwaraknath and Longling geng and Mert Pilanci}, year = {2025}, eprint = {2507.03833}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.03833}, }