Review of Artificial Intelligence Applications in the ROS Ecosystem

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

Tutkimustuotos: KonferenssiartikkeliScientificvertaisarvioitu

Abstrakti

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.
AlkuperäiskieliEnglanti
Otsikko2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO)
KustantajaIEEE
Sivut1149-1153
Sivumäärä5
ISBN (elektroninen)978-953-233-101-1
DOI - pysyväislinkit
TilaJulkaistu - 2021
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaInternational Convention on Information and Communication Technology, Electronics and Microelectronics - Grand Hotel Adriatic Congress Centre & Hotel Admiral, Opatija, Kroatia
Kesto: 24 toukok. 202128 toukok. 2021
Konferenssinumero: 44
http://www.mipro.hr/

Julkaisusarja

Nimi
ISSN (elektroninen)2623-8764

Conference

ConferenceInternational Convention on Information and Communication Technology, Electronics and Microelectronics
LyhennettäMIPRO 2021
Maa/AlueKroatia
KaupunkiOpatija
Ajanjakso24/05/2128/05/21
www-osoite

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