A framework for neurosymbolic robot action planning using large language models

Symbolic task planning is a widely used approach to enforce robot autonomy due to its ease of understanding and deployment in engineered robot architectures. However, techniques for symbolic task planning are difficult to scale in real-world, highly dynamic, human-robot collaboration scenarios becau...

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Bibliographic Details
Main Authors: Alessio Capitanelli, Fulvio Mastrogiovanni
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-06-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2024.1342786/full