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Remote Life Support Robot Interface System for Global Task Planning and Local Action Expansion Using Foundation Models

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arxiv 2411.10038 v1 pith:YQ76524A submitted 2024-11-15 cs.RO

classification cs.RO
keywords robotsysteminformationlanguagetemplatevariablesactioninstructions
verification ladder T0 review T1 audit T2 compute T3 formal
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Robot systems capable of executing tasks based on language instructions have been actively researched. It is challenging to convey uncertain information that can only be determined on-site with a single language instruction to the robot. In this study, we propose a system that includes ambiguous parts as template variables in language instructions to communicate the information to be collected and the options to be presented to the robot for predictable uncertain events. This study implements prompt generation for each robot action function based on template variables to collect information, and a feedback system for presenting and selecting options based on template variables for user-to-robot communication. The effectiveness of the proposed system was demonstrated through its application to real-life support tasks performed by the robot.

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