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VLAarXiv:2311.18329

音声コマンドによるロボットへの階層的タスク指示

Instructing Hierarchical Tasks to Robots by Verbal Commands

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音声コマンドでロボットに単発の行動から長期的な行動系列まで階層的に指示できるフレームワークを提案し、人とロボットの協調作業で評価した。

著者: P. Telkes, A. Angleraud, R. Pieters

分類: cs.RO

原文アブストラクト

Natural language is an effective tool for communication, as information can be expressed in different ways and at different levels of complexity. Verbal commands, utilized for instructing robot tasks, can therefor replace traditional robot programming techniques, and provide a more expressive means to assign actions and enable collaboration. However, the challenge of utilizing speech for robot programming is how actions and targets can be grounded to physical entities in the world. In addition, to be time-efficient, a balance needs to be found between fine- and course-grained commands and natural language phrases. In this work we provide a framework for instructing tasks to robots by verbal commands. The framework includes functionalities for single commands to actions and targets, as well as longer-term sequences of actions, thereby providing a hierarchical structure to the robot tasks. Experimental evaluation demonstrates the functionalities of the framework by human collaboration with a robot in different tasks, with different levels of complexity. The tools are provided open-source at https://petim44.github.io/voice-jogger/

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