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arxiv_cs_ai ยท Oct 28, 2026 ยท paper

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AtomTree: A Hierarchical Framework for State-Aware Embodied Instruction Following with LLMs

arxiv.orgOct 28, 2026
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Embodied instruction following in interactive environments requires agents to interpret natural language commands and complete long-horizon tasks. Existing planners either rely on large labeled trajectories, or use fe...

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