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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.
Original language | English |
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Title of host publication | HRI 2021 - Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction |
Number of pages | 5 |
Publisher | Association for Computing Machinery (ACM) |
Publication date | 8 Mar 2021 |
Pages | 220-224 |
Article number | 3447163 |
Commissioning body | Horizon Europe |
ISBN (Electronic) | 9781450382908 |
DOIs | |
Publication status | Published - 8 Mar 2021 |
Event | ACM/IEEE International Conference on Human-Robot Interaction - HRI2021: Bolder HRI - Virtual Conference, Boulder, United States Duration: 9 Mar 2021 → 11 Mar 2021 https://humanrobotinteraction.org/2021/ |
Conference
Conference | ACM/IEEE International Conference on Human-Robot Interaction - HRI2021 |
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Location | Virtual Conference |
Country/Territory | United States |
City | Boulder |
Period | 09/03/2021 → 11/03/2021 |
Internet address |
Keywords
- Client-server architecture
- Human-robot interaction
- Natural language processing
- User experience
- Virtual assistant
Fingerprint
Dive into the research topics of 'How can I help you? An Intelligent Virtual Assistant for Industrial Robots'. Together they form a unique fingerprint.Projects
- 1 Finished
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R2P2: Networking for Research and Development of Human Interactive and Sensitive Robotics taking advantage of Additive Manufacturing
Chrysostomou, D. (PI), LI, C. (Project Participant), Arexolaleiba, N. A. (Project Participant) & Madsen, O. (Project Participant)
01/01/2020 → 31/12/2022
Project: Research
Activities
- 1 Conference organisation or participation
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ACM/IEEE International Conference on Human-Robot Interaction - HRI2021
Chrysostomou, D. (Participant) & LI, C. (Participant)
10 Mar 2021Activity: Attending an event › Conference organisation or participation