@article{naturallanguageactorcriticscalableoffpol,
  title = {Natural Language Actor-Critic: Scalable Off-Policy Learning in Language Space},
  author = {Joey Hong and Kang Liu and Zhan Ling and Jiecao Chen and Sergey Levine},
  year = {2025},
  eprint = {2512.04601},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.04601},
}