Review on human‐like robot manipulation using dexterous hands. Issue 1 (18th February 2023)

• Record Type: Journal Article
• Authors: Kadalagere Sampath, Suhas; Wang, Ning; Wu, Hao; Yang, Chenguang
• Is Part Of: Cognitive computation and systems. Volume 5:Issue 1(2023)
• Page Start: 14
• Page End: 29
• Publication Date: 2023-02-18
• Subjects: dexterous hand -- learning‐based manipulation -- robot manipulation; Cognitive science -- Periodicals; Artificial intelligence -- Periodicals; Neurosciences -- Periodicals; Computer science -- Periodicals; Neurosciences; Computer science; Cognitive science; Artificial intelligence; Periodicals; Electronic journals; 006.3
• DOI: 10.1049/ccs2.12073
• Languages: English
• ISSNs: 2517-7567

Abstract

Abstract: In recent years, human hand‐based robotic hands or dexterous hands have gained attention due to their enormous capabilities of handling soft materials compared to traditional grippers. Back in the earlier days, the development of a hand model close to that of a human was an impossible task but with the advancements made in technology, dexterous hands with three, four or five‐fingered robotic hands have been developed to mimic human hand nature. However, human‐like manipulation of dexterous hands to this date remains a challenge. Thus, this review focuses on (a) the history and motivation behind the development of dexterous hands, (b) a brief overview of the available multi‐fingered hands, and (c) learning‐based methods such as traditional and data‐driven learning methods for manipulating dexterous hands. Additionally, it discusses the challenges faced in terms of the manipulation of multi‐fingered or dexterous hands.