A novel voice in head actor critic reinforcement learning with human feedback framework for enhanced robot navigation

Abstract This work presents a novel Voice in Head (ViH) framework, that integrates Large Language Models (LLMs) and the power of semantic understanding to enhance robotic navigation and interaction within complex environments. Our system strategically combines GPT and Gemini powered LLMs as Actor an...

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Bibliographic Details
Main Authors: Alabhya Sharma, Ananthakrishnan Balasundaram, Ayesha Shaik, Chockalingam Aravind Vaithilingam
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-92252-w
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