@article{policydisruptioninreinforcementlearninga, title = {Policy Disruption in Reinforcement Learning:Adversarial Attack with Large Language Models and Critical State Identification}, author = {Junyong Jiang and Buwei Tian and Chenxing Xu and Songze Li and Lu Dong}, year = {2025}, eprint = {2507.18113}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.18113}, }