@article{autoregressivediffusionworldmodelsforoff,
  title = {Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents},
  author = {Kaixuan Liu and Guojun Xiong and Weinan Zhang and Shengpu Tang},
  year = {2026},
  eprint = {2606.05558},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.05558},
}