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An integrated robotic system for spatial understanding and situated interaction in indoor environments
KTH, School of Computer Science and Communication (CSC), Computer Vision and Active Perception, CVAP. KTH, School of Computer Science and Communication (CSC), Centres, Centre for Autonomous Systems, CAS.ORCID iD: 0000-0002-1170-7162
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2007 (English)In: AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference, 2007, 1584-1589 p.Conference paper, Published paper (Refereed)
Abstract [en]

A major challenge in robotics and artificial intelligence lies in creating robots that are to cooperate with people in human-populated environments, e.g. for domestic assistance or elderly care. Such robots need skills that allow them to interact with the world and the humans living and working therein. In this paper we investigate the question of spatial understanding of human-made environments. The functionalities of our system comprise perception of the world, natural language, learning, and reasoning. For this purpose we integrate state-of-the-art components from different disciplines in AI, robotics and cognitive systems into a mobile robot system. The work focuses on the description of the principles we used for the integration, including cross-modal integration, ontology-based mediation, and multiple levels of abstraction of perception. Finally, we present experiments with the integrated “CoSy Explorer ” 1 system and list some of the major lessons that were learned from its design, implementation, and evaluation.

Place, publisher, year, edition, pages
2007. 1584-1589 p.
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:kth:diva-52876Scopus ID: 2-s2.0-36348969424ISBN: 1577353234 (print)ISBN: 978-157735323-2 OAI: oai:DiVA.org:kth-52876DiVA: diva2:468052
Conference
AAAI-07/IAAI-07, 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference. Vancouver, BC. 22 July 2007 - 26 July 2007
Note
QC 20111221Available from: 2011-12-20 Created: 2011-12-20 Last updated: 2011-12-21Bibliographically approved

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Jensfelt, Patric

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf