Skip to main content

An Application of Defeasible Logic Programming to Decision Making in a Robotic Environment

  • Conference paper
Logic Programming and Nonmonotonic Reasoning (LPNMR 2007)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4483))

Abstract

Decision making models for autonomous agents have received increased attention, particularly in the field of intelligent robots. In this paper we will show how a Defeasible Logic Programming approach with an underlying argumentation based semantics, could be applied in a robotic domain for knowledge representation and reasoning about which task to perform next. At this end, we have selected a simple application domain, consisting of a micro-world environment using real and simulated robots for cleaning tasks.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. K-Team: Khepera 2 (2002), http://www.k-team.com

  2. Michel, O.: Webots: Professional mobile robot simulation. Journal of Advanced Robotics Systems 1(1), 39–42 (2004), http://www.ars-journal.com/ars/SubscriberArea/Volume1/39-42.pdf

    Google Scholar 

  3. Gat, E.: On three-layer architectures. In: Artificial Intelligence and Mobile Robots (1998)

    Google Scholar 

  4. Estlin, T., et al.: Decision-making in a robotic architecture for autonomy. In: International Symposium, on AI, Robotics and Automation for Space (2001)

    Google Scholar 

  5. Rotstein, N.D., García, A.J.: Defeasible reasoning about beliefs and desires. In: Proc. of the 11th Int. Workshop on Non-Monotonic Reasoning, pp. 429–436 (2006)

    Google Scholar 

  6. Ferretti, E., Errecalde, M.: Khedelp: A framework to support defeasible logic programming for the khepera robots. In: ISRA06 (2006)

    Google Scholar 

  7. García, A.J., Simari, G.R.: Defeasible logic programming: an argumentative approach. Theory and Practice of Logic Programming (2004)

    Google Scholar 

  8. Simari, G.R., Loui, R.P.: A mathematical treatment of defeasible reasoning and its implementation. Artificial Intelligence (1992)

    Google Scholar 

  9. Lifschitz, V.: Foundations of logic programming. In: Principles of Knowledge Representation, CSLI, Stanford (1996)

    Google Scholar 

  10. Parsons, S., et al.: Robots with the Best of Intentions. In: Veloso, M.M., Wooldridge, M.J. (eds.) Artificial Intelligence Today. LNCS (LNAI), vol. 1600, pp. 329–338. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  11. Bench-Capon, T.J.M., Modgil, S., Atkinson, K.: Argumentation for Decision Support. In: Bressan, S., Küng, J., Wagner, R. (eds.) DEXA 2006. LNCS, vol. 4080, pp. 822–831. Springer, Heidelberg (2006)

    Google Scholar 

  12. Kakas, A., Moraitis, P.: Argumentation based decision making for autonomous agents. In: AAMAS (2003)

    Google Scholar 

  13. Parsons, S., Fox, J.: Argumentation and decision making: A position paper. In: Gabbay, D.M., Ohlbach, H.J. (eds.) FAPR 1996. LNCS, vol. 1085, Springer, Heidelberg (1996)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Chitta Baral Gerhard Brewka John Schlipf

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer Berlin Heidelberg

About this paper

Cite this paper

Ferretti, E., Errecalde, M., García, A.J., Simari, G.R. (2007). An Application of Defeasible Logic Programming to Decision Making in a Robotic Environment. In: Baral, C., Brewka, G., Schlipf, J. (eds) Logic Programming and Nonmonotonic Reasoning. LPNMR 2007. Lecture Notes in Computer Science(), vol 4483. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72200-7_29

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-72200-7_29

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-72199-4

  • Online ISBN: 978-3-540-72200-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics