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Using Conceptual Spaces for Object Recognition in Multi-agent Systems

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PRIMA 2015: Principles and Practice of Multi-Agent Systems (PRIMA 2015)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9387))

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Abstract

The development of a system to support the mobility of blind or visually impaired users requires the development of an agent capable of performing the recognition of perceived objects as well as determining their location within the physical space. Taking into account the principle that conceptual representations can improve the object recognition process, the work presented here proposes the integration of a conceptual-space level into the BDI agent architecture. Such integration is developed on top of the resources of the Jason agent platform and the CSML API for conceptual-space models. In this paper, we present a practical example showing how to integrate conceptual representations into the agent reasoning cycle.

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References

  1. Adams, B., Raubal, M.: A metric conceptual space algebra. In: Hornsby, K.S., Claramunt, C., Denis, M., Ligozat, G. (eds.) COSIT 2009. LNCS, vol. 5756, pp. 51–68. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  2. Adams, B., Raubal, M.: Conceptual Space Markup Language (CSML): Towards the cognitive semantic web. In: International Conference on Semantic Computing (2009)

    Google Scholar 

  3. Bordini, R.H., Hübner, J.F., Wooldridge, M.: Programming Multi-Agent Systems in AgentSpeak Using Jason. Wiley and Sons, New York (2007)

    Google Scholar 

  4. Bratman, M.E.: Intention, Plans, and Practical Reason. Harvard University Press, Cambridge (1999)

    Google Scholar 

  5. Bratman, M.E., Israel, D.J., Pollack, M.E.: Plans and resource-bounded practical reasoning. Computational Intelligence (1988)

    Google Scholar 

  6. Edelman, S., Shahbazi, R.: Renewing the respect for similarity. Front. Comput. Neurosci. 6, 45 (2012)

    Article  Google Scholar 

  7. Gärdenfors, P.: Conceptual Spaces: The Geometry of Thought. MIT Press, Cambridge (2000)

    Google Scholar 

  8. Gärdenfors, P.: The Dynamics of Thought. Springer, Dordrecth (2005)

    Book  Google Scholar 

  9. Giudice, N.A., Legge, G.E.: Blind navigation and the role of technology. In: Engineering Handbook of Smart Technology for Aging, Disability, and Independence. Wiley and Sons, New York (2008)

    Google Scholar 

  10. Long, R.G., Giudice, N.A.: Establishing and maintaining orientation for orientation and mobility. In: Foundations of Orientationand Mobility. American Foundation for the Blind, New York (2010)

    Google Scholar 

  11. Moreira, Á.F., Vieira, R., Bordini, R.H.: Extending the operational semantics of a BDI agent-oriented programming language for introducing speech-act based communication. In: Leite, J., Omicini, A., Sterling, L., Torroni, P. (eds.) DALT 2003. LNCS (LNAI), vol. 2990, pp. 135–154. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  12. Rao, A.S.: AgentSpeak(L): BDI agents speak out in a logical computable language. In: Proceedings of the 7th European Workshop on Modelling Autonomous Agents in a Multi-agent World: Agents Breaking Away (1996)

    Google Scholar 

  13. Steels, L., Baillie, J.: Shared grounding of event descriptions by autonomous robots. Robotics and Autonomous Systems (2003)

    Google Scholar 

  14. Wassermann, R.: Revising Concepts. In: Fifth Workshop on Logic, Language, Information and Comunication (WoLLIC) (1998)

    Google Scholar 

  15. Wooldridge, M.J.: Introduction to Multiagent Systems. Wiley and Sons, New York (2002)

    Google Scholar 

  16. Klapiscak, T., Bordini, R.H.: JASDL: a practical programming approach combining agent and semantic web technologies. In: 6th International Workshop on Declarative Agent Languages and Technologies VI (2008)

    Google Scholar 

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Correspondence to João Mario Lopes Brezolin .

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Brezolin, J.M.L., Fiorini, S.R., de Borba Campos, M., Bordini, R.H. (2015). Using Conceptual Spaces for Object Recognition in Multi-agent Systems. In: Chen, Q., Torroni, P., Villata, S., Hsu, J., Omicini, A. (eds) PRIMA 2015: Principles and Practice of Multi-Agent Systems. PRIMA 2015. Lecture Notes in Computer Science(), vol 9387. Springer, Cham. https://doi.org/10.1007/978-3-319-25524-8_53

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  • DOI: https://doi.org/10.1007/978-3-319-25524-8_53

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-25523-1

  • Online ISBN: 978-3-319-25524-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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