@article{canllmsproveroboticpathplanningoptimalit, title = {Can LLMs Prove Robotic Path Planning Optimality? A Benchmark for Research-Level Algorithm Verification}, author = {Zhengbang Yang and Md. Tasin Tazwar and Minghan Wei and Zhuangdi Zhu}, year = {2026}, eprint = {2603.19464}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.19464}, }