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Yuan-Feng Wu

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Preprint Sep 2026

Cognitive Action Reasoning for Proactive Robots from Human-Centered Multimodal Observations

Robots operating in human-centered environments are typically designed to execute explicit instructions, and most robot-learning datasets likewise pair observations with task instructions or low-level actions. Although recent work has begun to explore proactive embodied assistance, existing resources target different s...

Zhi-Hao Gu, Kenny Zhu, Yuan-Feng Wu et al. · 0 citations

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