@article{learningrolloutfromsamplinganr1styletoke,
  title = {Learning Rollout from Sampling:An R1-Style Tokenized Traffic Simulation Model},
  author = {Ziyan Wang and Peng Chen and Ding Li and Chiwei Li and Qichao Zhang and Zhongpu Xia and Guizhen Yu},
  year = {2026},
  eprint = {2603.24989},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.24989},
}