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マニピュレーションarXiv:1909.11280

人間参加型の協調組立のためのロボットマニピュレーション計画

Human-in-the-loop Robotic Manipulation Planning for Collaborative Assembly

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組立作業をロボットと人間で分担し、ロボットが部品のピック&プレース、人間が微細作業を担う協調システムを構築し、制約ベースの逐次マニピュレーション計画法でロボットの動作を生成した。

著者: Mohamed Raessa, Jimmy Chi Yin Chen, Weiwei Wan, Kensuke Harada

分類: cs.RO

原文アブストラクト

This paper develops a robotic manipulation planner for human-robot collaborative assembly. Unlike previous methods which study an independent and fully AI-equipped autonomous system, this paper explores the subtask distribution between a robot and a human and studies a human-in-the-loop robotic system for collaborative assembly. The system distributes the subtasks of an assembly to robots and humans by exploiting their advantages and avoiding their disadvantages. The robot in the system will work on pick-and-place tasks and provide workpieces to humans. The human collaborator will work on fine operations like aligning, fixing, screwing, etc. A constraint based incremental manipulation planning method is proposed to generate the motion for the robots. The performance of the proposed system is demonstrated by asking a human and the dual-arm robot to collaboratively assemble a cabinet. The results showed that the proposed system and planner are effective, efficient, and can assist humans in finishing the assembly task comfortably.

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