학술논문

Guest Editorial: Introduction to the Special Issue on Benchmarking Protocols for Robotic Manipulation
Document Type
Periodical
Source
IEEE Robotics and Automation Letters IEEE Robot. Autom. Lett. Robotics and Automation Letters, IEEE. 6(4):8678-8680 Oct, 2021
Subject
Robotics and Control Systems
Computing and Processing
Components, Circuits, Devices and Systems
Special issues and sections
Benchmark testing
Robots
Protocols
Performance evaluation
Manipulator dynamics
Language
ISSN
2377-3766
2377-3774
Abstract
The papers in this special section focus on benchmarking protocols for robotic manipulation. Benchmarks are crucial for analyzing the effectiveness of an approach against a common basis, providing a quantitative means for interpreting performance. Carefully designed and widely recognized benchmarks encourage the research community to focus on certain key research challenges, promote competition, foster a climate for novel solutions, and, therefore, contribute dramatically to the advancement of a field. While some robotics-related fields (such as object recognition and segmentation) actively utilize benchmarks, there are essentially no robotic manipulation benchmarks that are widely adopted by the research community despite their highly acknowledged necessity.