Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents

Zihao Wang, Shaofei Cai, Guanzhou Chen, Anji Liu, Xiaojian Ma +1 more
2/12/2026

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@article{wang2026describe,
  title  = {Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents},
  author = {Zihao Wang and Shaofei Cai and Guanzhou Chen and Anji Liu and Xiaojian Ma and Yitao Liang},
  year   = {2026},
  doi    = {10.52202/075280-1480},
  url    = {https://doi.org/10.52202/075280-1480},
  journal = {NEURIPS 2023 2023}
}

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