@article{rlinnameonlyanalyzingthestructural, title = {RL in Name Only? Analyzing the Structural Assumptions in RL post-training for LLMs}, author = {Soumya Rani Samineni and Durgesh Kalwar and Karthik Valmeekam and Kaya Stechly and Subbarao Kambhampati}, year = {2025}, eprint = {2505.13697}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.13697v1}, }