Review of Artificial Intelligence Applications in the ROS Ecosystem

J. Grönman, M. Saarivirta, T. Aaltonen, T. Kerminen

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

Artificial intelligence has developed rapidly in recent years. It is permanently established in the field of robotics and science. It is seen as an intelligent decision maker which interacts with the environment or material and can work to achieve the best possible outcome. The biggest factors are the constant increase in computing power and the greater availability of data. With a large amount of data and computational power, solutions to complex problems can be created through machine learning. An application that can independently exploit the information provided to it and make decisions based on it can be considered an AI application. This can be utilized in robotics, for example, by teaching a chess robot to recognize different game pieces from each other. Machine learning can be used to teach a robot to adapt to different situations in a job, for example, to identify chess pieces from different perspectives or to find the most effective solution to a given problem. This article examines the use of artificial intelligence in ROS robotics applications.
Original languageEnglish
Title of host publication2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO)
PublisherIEEE
Pages1149-1153
Number of pages5
ISBN (Electronic)978-953-233-101-1
DOIs
Publication statusPublished - 2021
Publication typeA4 Article in a conference publication
EventInternational Convention on Information and Communication Technology, Electronics and Microelectronics - Grand Hotel Adriatic Congress Centre & Hotel Admiral, Opatija, Croatia
Duration: 24 May 202128 May 2021
Conference number: 44
http://www.mipro.hr/

Publication series

Name
ISSN (Electronic)2623-8764

Conference

ConferenceInternational Convention on Information and Communication Technology, Electronics and Microelectronics
Abbreviated titleMIPRO 2021
Country/TerritoryCroatia
CityOpatija
Period24/05/2128/05/21
Internet address

Keywords

  • Databases
  • Education
  • Ecosystems
  • Machine learning
  • Games
  • Robots
  • ROS
  • robot
  • machine learning
  • applications

Publication forum classification

  • Publication forum level 1

Fingerprint

Dive into the research topics of 'Review of Artificial Intelligence Applications in the ROS Ecosystem'. Together they form a unique fingerprint.

Cite this