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タスクプランニングarXiv:1907.02300

汎用サービスロボットのための計画システムへの要件

Desiderata for Planning Systems in General-Purpose Service Robots

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家庭やオフィスで働く汎用サービスロボットに求められる計画・推論システムの要件を整理し、自然な人間インターフェースや失敗時の頑健な代替手段の重要性を論じたポジションペーパー。

著者: Nick Walker, Yuqian Jiang, Maya Cakmak, Peter Stone

分類: cs.RO

原文アブストラクト

General-purpose service robots are expected to undertake a broad range of tasks at the request of users. Knowledge representation and planning systems are essential to flexible autonomous robots, but the field lacks a unified perspective on which features are essential for general-purpose service robots. Progress towards planning and reasoning for general-purpose service robots is hindered by differing assumptions about users, the environment, and the overall robot system. In this position paper, we propose desiderata for planning and reasoning systems to promote general-purpose service robots. Each proposed item draws on our experience with research on service robots in the office and home and on the demands of these environments. Our desiderata emphasize support for natural human-interfaces as well as for robust fallback methods when interactions with humans and the environment fail. We highlight relevant work towards these goals.

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