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GraphThink: Graph-Enhanced LLM Thinking for Long-Horizon Embodied Task Planning

arXiv cs.AI ↗ · 2026-08-11 Cached

GraphThink is a framework that integrates task graphs and scene graphs to enhance LLM-based planning for long-horizon embodied tasks, achieving state-of-the-art results on the ALFRED benchmark and improving generalization and closed-loop replanning.

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