Agentic Workflows for Improving Large Language Model Reasoning in Robotic Object-Centered Planning

Large Language Models (LLMs) provide cognitive capabilities that enable robots to interpret and reason about their workspace, especially when paired with semantically rich representations like semantic maps. However, these models are prone to generating inaccurate or invented responses, known as hal...

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Bibliographic Details
Main Authors: Jesus Moncada-Ramirez, Jose-Luis Matez-Bandera, Javier Gonzalez-Jimenez, Jose-Raul Ruiz-Sarmiento
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Robotics
Subjects:
Online Access:https://www.mdpi.com/2218-6581/14/3/24
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