@article{thepolicycliffatheoreticalanalysisofrewa, title = {The Policy Cliff: A Theoretical Analysis of Reward-Policy Maps in Large Language Models}, author = {Xingcheng Xu}, year = {2025}, eprint = {2507.20150}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.20150}, }