Bridging the Gap between Robotic Applications and Computational Intelligence in Domestic Robotics

Junpei Zhong, Ting Han, Ahmad Lotfi, Angelo Cangelosi, Xiaofeng Liu

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

With the speedy development of hardware (e.g., high performance computing, smaller and cheaper sensors) and software (e.g., deep learning techniques and interaction technologies), robotic products and IoT devices have gradually become accessible to household users. Typical application scenarios of domestic robots include: 1) Providing physical assistance such as floor vacuuming; 2) Providing social assistance to answer questions; and 3) Providing education and cognitive assistance such as offering partnerships. In this paper, we provide a brief overview of available domestic robots, particularly focusing on the services they provide and corresponding computational techniques incorporated in these services. We first provide an overview of available commercial domestic robots and state- of-the-art computational intelligence techniques, then discuss the gap between current robotic systems and advanced computational techniques. Finally, we analyze what are the next developmental stages for these techniques with the emergence and development of the domestic robotic platforms.

Original languageEnglish
Title of host publication2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1445-1452
Number of pages8
ISBN (Electronic)9781728124858
DOIs
Publication statusPublished - Dec 2019
Externally publishedYes
Event2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019 - Xiamen, China
Duration: 6 Dec 20199 Dec 2019

Publication series

Name2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019

Conference

Conference2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019
Country/TerritoryChina
CityXiamen
Period6/12/199/12/19

Keywords

  • domestic robotics
  • intelligent robotics
  • interactive robotics
  • machine learning
  • service robotics.
  • smart Home

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Modelling and Simulation

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