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Safe Task Planning with Long-Term Graph Memory for Embodied Agents

Li, Siyuan et al.
arXiv (All) · Papers
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robotics
Large language models (LLMs) and vision-language models (VLMs) have significantly advanced zero-shot task planning for embodied agents. However, most LLM- and VLM-driven methods struggle to generate safe high-level actions due to a lack of physical risk awareness, particularly under partial observab
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