Alba Gragera Exploring the Limitations of Using LLMs to Fix Planning Tasks 2023
[TOC] Title: Exploring the Limitations of Using LLMs to Fix Planning Tasks Author: Alba Gragera et. al. Publish Year: icaps23.icaps-conference Review Date: Wed, Sep 20, 2023 url: https://icaps23.icaps-conference.org/program/workshops/keps/KEPS-23_paper_3645.pdf Summary of paper Motivation In this work, the authors present ongoing efforts on exploring the limitations of LLMs in task requiring reasoning and planning competences: that of assisting humans in the process of fixing planning tasks. Contribution investigate how good LLMs are at repairing planning tasks when the prompt is given in PDDL and when it is given in natural language....