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arXiv 2108.01483cs.ROcs.AI

Research Challenges and Progress in Robotic Grasping and Manipulation Competitions

University of South Florida(南佛罗里达大学);National Institute of Standards and Technology (NIST)(美国国家标准与技术研究院);German Aerospace Center (DLR)(德国航空航天中心);Worcester Polytechnic Institute (WPI)(伍斯特理工学院)

Yu Sun, Joe Falco, Maximo A. Roa, Berk Calli

英文摘要:

This paper discusses recent research progress in robotic grasping and manipulation in the light of the latest Robotic Grasping and Manipulation Competitions (RGMCs). We first provide an overview of past benchmarks and competitions related to the robotics manipulation field. Then, we discuss the methodology behind designing the manipulation tasks in RGMCs. We provide a detailed analysis of key challenges for each task and identify the most difficult aspects based on the competing teams' performance in recent years. We believe that such an analysis is insightful to determine the future research directions for the robotic manipulation domain.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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