@article{canlanguageagentsbealternativestoppoa,
  title = {Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym},
  author = {Junjie Sheng and Zixiao Huang and Chuyun Shen and Wenhao Li and Yun Hua and Bo Jin and Hongyuan Zha and Xiangfeng Wang},
  year = {2023},
  eprint = {2312.03290},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2312.03290v1},
}