@article{perceivereflectandplandesigningllmagent,
  title = {Perceive, Reflect, and Plan: Designing LLM Agent for Goal-Directed City Navigation without Instructions},
  author = {Qingbin Zeng and Qinglong Yang and Shunan Dong and Heming Du and Liang Zheng and Fengli Xu and Yong Li},
  year = {2024},
  eprint = {2408.04168},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2408.04168v3},
}