Intelligent Soft Hands and Benchmarking towards General-Purpose Robotic Manipulation

Intelligent Soft Hands and Benchmarking towards General-Purpose Robotic Manipulation
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智能软手和通用机器人操作基准

DOI:
10.1088/1757-899x/1261/1/012010
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发表时间:
2022
期刊:
Materials Science and Engineering
影响因子:
--
通讯作者:
Gilday K
Gilday K
中科院分区:
--
文献类型:
--
作者:
Gilday K

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为了推进智能软手在人形机器人、社交辅助机器人、自适应制造、假肢等领域的通用开发,我们需要重新思考我们的基准测试方法。以前,手是通过他们在有限的一组任务中的表现来进行比较的,从而在主观的、最常见的任务中实现了性能优化。相反,我们必须专注于通过改善潜在的被动行为,在增加行为多样性和廉价控制方面,在最低水平上增加手的潜力。
In order to progress the development of intelligent soft hands for general-purpose use in humanoid robots, social assistive robots, adaptive manufacturing, prosthetics and more, we need to rethink our approach to benchmarking. Where previously, hands are compared by their performance in a limited set of tasks, resulting in performance optimisations in the subjective, most common tasks. Instead, we must focus on increasing the hand's potential at the lowest level, by improving the underlying passive behaviours, in terms of increased behavioural diversity and cheap control.
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