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 |
---|---|
Title of host publication | HRI 2021Companion : Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction |
Publisher | Association for Computing Machinery |
Publication date | 8. Mar 2021 |
Pages | 220-224 |
Article number | 3447163 |
ISBN (Electronic) | 9781450382908 |
DOIs | |
Publication status | Published - 8. Mar 2021 |
Externally published | Yes |
Event | HRI '21: ACM/IEEE International Conference on Human-Robot Interaction - Boulder, United States Duration: 8. Mar 2021 → 11. Mar 2021 |
Conference
Conference | HRI '21: ACM/IEEE International Conference on Human-Robot Interaction |
---|---|
Country/Territory | United States |
City | Boulder |
Period | 08/03/2021 → 11/03/2021 |
Keywords
- Client-server architecture
- Human-robot interaction
- Natural language processing
- User experience
- Virtual assistant