LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in Robot Task Planning

Authors: Jicong Ao, Fan Wu, Yansong Wu, Abdalla Swikir, Sami Haddadin

Published in: IEEE International Conference on Robotics and Automation, ICRA 2025, Atlanta, GA, USA, May 19-23, 2025

DOI: 10.1109/ICRA55743.2025.11128454

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If you want to cite this work, you can use the following BibTeX file:

@inproceedings{DBLP:conf/icra/AoWWSH25,
  author       = {Jicong Ao and
                  Fan Wu and
                  Yansong Wu and
                  Abdalla Swikir and
                  Sami Haddadin},
  title        = {LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in
                  Robot Task Planning},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2025, Atlanta, GA, USA, May 19-23, 2025},
  pages        = {1233--1239},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICRA55743.2025.11128454},
  doi          = {10.1109/ICRA55743.2025.11128454},
  timestamp    = {Wed, 01 Oct 2025 21:03:47 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/AoWWSH25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}