How can I help you? An Intelligent Virtual Assistant for Industrial Robots

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

20 Citationer (Scopus)
45 Downloads (Pure)

Abstract

In the light of recent trends toward introducing Artificial Intelligence (AI) to enhance Human-Robot Interaction (HRI), intelligent virtual assistants (VA) driven by Natural Language Processing (NLP) receives ample attention in the manufacturing domain. However, most VAs either tightly bind with a specific robotic system or lack efficient human-robot communication. In this work, we implement a layer of interaction between the robotic system and the human operator. This interaction is achieved using a novel VA, called Max, as an intelligent and robust interface. We expand the research work in three directions. Firstly, we introduce a RESTful style Client-Server architecture for Max. Secondly, inspired by studies of human-human conversations, we embed conversation strategies into human-robot dialog policy generation to create a more natural and humanized conversation environment. Finally, we evaluate Max over multiple real-world scenarios from the exploration of an unknown environment to package delivery, with the means of an industrial robot.
OriginalsprogEngelsk
TitelHRI 2021 - Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction
Antal sider5
ForlagAssociation for Computing Machinery
Publikationsdato8 mar. 2021
Sider220-224
Artikelnummer3447163
AnsøgerHorizon Europe
ISBN (Elektronisk)9781450382908
DOI
StatusUdgivet - 8 mar. 2021
BegivenhedACM/IEEE International Conference on Human-Robot Interaction - HRI2021: Bolder HRI - Virtual Conference, Boulder, USA
Varighed: 9 mar. 202111 mar. 2021
https://humanrobotinteraction.org/2021/

Konference

KonferenceACM/IEEE International Conference on Human-Robot Interaction - HRI2021
LokationVirtual Conference
Land/OmrådeUSA
ByBoulder
Periode09/03/202111/03/2021
Internetadresse

Fingeraftryk

Dyk ned i forskningsemnerne om 'How can I help you? An Intelligent Virtual Assistant for Industrial Robots'. Sammen danner de et unikt fingeraftryk.

Citationsformater