• DocumentCode
    70166
  • Title

    Representation and Exchange of Knowledge About Actions, Objects, and Environments in the RoboEarth Framework

  • Author

    Tenorth, Moritz ; Perzylo, A.C. ; Lafrenz, Reinhard ; Beetz, Michael

  • Author_Institution
    Inst. for Artificial Intell. & TZI, Univ. Bremen, Bremen, Germany
  • Volume
    10
  • Issue
    3
  • fYear
    2013
  • fDate
    Jul-13
  • Firstpage
    643
  • Lastpage
    651
  • Abstract
    The community-based generation of content has been tremendously successful in the World-Wide Web - people help each other by providing information that could be useful to others. We are trying to transfer this approach to robotics in order to help robots acquire the vast amounts of knowledge needed to competently perform everyday tasks. RoboEarth is intended to be a web community by robots for robots to autonomously share descriptions of tasks they have learned, object models they have created, and environments they have explored. In this paper, we report on the formal language we developed for encoding this information and present our approaches to solve the inference problems related to finding information, to determining if information is usable by a robot, and to grounding it on the robot platform.
  • Keywords
    Internet; formal languages; inference mechanisms; intelligent robots; knowledge representation; ROBOEARTH framework; community-based generation; formal language; inference information; knowledge representation; robots; world wide Web; OWL; Ontologies; Robot kinematics; Robot sensing systems; Semantics; Solid modeling; Knowledge representation; knowledge exchange; service robotics;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2013.2244883
  • Filename
    6470716