Enhancing LLM Planning Capabilities through Intrinsic Self-Critique
TL;DR
Intrinsic self-critique improves LLM planning performance across Blocksworld, Logistics, and Mini-grid benchmarks.
Venue
arXiv
BibTeX
@article{bohnet2025enhancing,
title={Enhancing LLM Planning Capabilities through Intrinsic Self-Critique},
author={Bernd Bohnet and Pierre-Alexandre Kamienny and Hanie Sedghi and Dilan Gorur and Pranjal Awasthi and Aaron Parisi and Kevin Swersky and Rosanne Liu and Azade Nova and Noah Fiedel},
year={2025},
eprint={2512.24103},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
title={Enhancing LLM Planning Capabilities through Intrinsic Self-Critique},
author={Bernd Bohnet and Pierre-Alexandre Kamienny and Hanie Sedghi and Dilan Gorur and Pranjal Awasthi and Aaron Parisi and Kevin Swersky and Rosanne Liu and Azade Nova and Noah Fiedel},
year={2025},
eprint={2512.24103},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
Date
December, 2025
Links