Understandable collaborating robot teams Visa övriga samt affilieringar
2020 (Engelska) Ingår i: Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trust-worthiness: The PAAMS Collection / [ed] Fernando De La Prieta et al., Springer Nature, 2020, s. 168-178Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]
As robots become increasingly complex and competent, they will also become increasingly more difficult to understand for interacting humans. In this paper, we investigate understandability for teams of robots collaborating to solve a common task. While such robots do not need to communicate verbally with each other for successful coordination, human bystanders may benefit from overhearing verbal dialogues between the robots, describing what they do and plan to do. We present a novel and flexible solution based on Cooperating Distributed Grammar Systems and a multi-agent algorithm for coordination of actions. The solution is implemented and evaluated on three Pepper robots collabo- rating to solve a task while commenting on their own and other robots’ current and planned actions.
Ort, förlag, år, upplaga, sidor Springer Nature, 2020. s. 168-178
Serie
Communications in Computer and Information Science, ISSN 1865-0929, E-ISSN 1865-0937 ; 1233
Nyckelord [en]
Robot teams, Explainable, Understandable, Natural language generation, Plan derivation, Cooperating Distributed Grammar System
Nationell ämneskategori
Datorgrafik och datorseende Människa-datorinteraktion (interaktionsdesign) Språkbehandling och datorlingvistik
Forskningsämne datalogi; datorlingvistik; människa-datorinteraktion
Identifikatorer URN: urn:nbn:se:umu:diva-174676 DOI: 10.1007/978-3-030-51999-5_14 Scopus ID: 2-s2.0-85088523459 ISBN: 978-3-030-51999-5 (digital) ISBN: 978-3-030-51998-8 (tryckt) OAI: oai:DiVA.org:umu-174676 DiVA, id: diva2:1462723
Konferens International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2020), L’Aquila, Italy, October 7-9, 2020.
Forskningsfinansiär Kempestiftelserna 2020-08-312020-08-312025-02-01 Bibliografiskt granskad