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October 1, 2025Open Access

Research on Navigation Methods Based on LLMs

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Authors

AZAnlong ZhangJJJianmin Ji

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Overview

Analysis demonstrates context-aware navigation improvements using LLMs, suggesting enhanced adaptability and generalization.

Key Points

  • Large language models significantly improve context-aware navigation capabilities.
  • Experimental validation in diverse scenarios shows the effectiveness of the LLM-based navigation framework.
  • The proposed methodology employs modular decomposition for reusable LLM tools and adaptable configurations.
  • LLMs are positioned as the central controller for achieving comprehensive navigation functions.

Cite This Study

Zhang et al. (2025) studied this question.

synapsesocial.com/papers/68dd91c7fe798ba2fc498599https://doi.org/10.48550/arxiv.2504.15600
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