Multi-agent Case-based Reasoning Inference Engine Proposal for Reusable Robotics

Francisco Gindre, D. Kotlirevsky, S. Scaine, N. Jafelle Fraga, M. Daniela López De Luise

Abstract

Different articles and surveys on the matter identify a remarkable success of robotics on static environments that has not replicated on dynamic areas of application. This paper presents the proposal of a research project that identifies the main hurdles of this issue and present feasible solutions for the matter.

References

  1. Aamodt, A. and Plaza, E. (1994) 'Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches', AI Communications, 39-59.
  2. Aamodt, A., Sandtorv, H. A. and Winnem, O. M. (1998) 'Combining Case Based Reasoning and Data Mining - A way of revealing and reusing RAMS experience 78, Safety and Reliability; Proceedings of ESREL 7898 , Balkena, Rotterdam, 1345-1351.
  3. Amit, K. (2000) Artificial Intelligence and Soft Computing Behavioral and cognitive modeling of the human brain, 1st edition, CRC Press.
  4. Bagnall, B. (2011) Intelligence Unleashed: Creating LEGO NXT Robots with Java, 1st edition, Variant Press.
  5. Berners Lee, T., Fielding, R. and Frystyk, H. (1996) RFC1945 Hypertext Transfer Protocol -- HTTP/1.0, May, [Online], Available: http://tools.ietf.org/html/rfc1945 [14 may 2012].
  6. Blanzieri, E. and Ricci, F. (1999) 'Probability Based Metrics for Nearest Neighbor. Classification and CaseBased Reasoning', ICCBR 7899 Proceedings of the Third International Conference on Case-Based Reasoning and Development, London, 14-28.
  7. Cengeloglu, Y., Khajenoori, S. and Linton, D. (1994) 'A Framework for Dynamic Knowledge Exchange Among Intellingent Agents', Symposium Control of the Physical World by Intelligent Agents, New Orleans, LA, USA, 11-18.
  8. Cunningham, P. (2009) 'A Taxonomy of Similarity Mechanisms for Case-Based Reasoning', Knowledge and Data Engineering, IEEE Transactions on, vol. 21, no. 11, Nov, pp. 1532-1543.
  9. Fielding, R.T. (2000) Architectural Styles and the Design of Network-based Software Architectures, Irvine: University Of California, Irvine.
  10. García Armada, E., Jiménez, M. A., González de Santos, P. and Armada, M. (2007) 'The Evolution of Robotics Research: From Industrial Robotics to Field and Service Robotics', IEEE Robotics and Automation Magazine, vol. 14, no. 1, March, pp. 90-103.
  11. Gerkey, B. P., Vaughan, R. T. and Howard, A. (2003) 'The Player/Stage Project: Tools for Multi-Robot and Distributed Sensor Systems', In Proceedings of the 11th International Conference on Advanced Robotics, 317-323.
  12. Gindre, F., Trejo Pizzo, D. A., Barrera, G. M. and López De Luise, M. D. (2010) 'A Criterion-based Genetic Algorithm Solution to the Jigsaw Puzzle NP-Complete Problem', Lecture Notes in Engineering and Computer Science , 367-372.
  13. Goodrich, M. and Tamassia, R. (2005) Data Structures and Algorithms in Java, 4th edition, Wiley.
  14. Google (2012) Android Developers, 14 may, [Online], Available: http://developer.android.com/index.html [14 may 2012].
  15. IEEE (2009) IEEE Standards Association - 802.11n, [Online], Available: http://standards.ieee.org/findstds/ standard/802.11n-2009.html [14 may 2012].
  16. ISRD Group (2005) Introduction to Database Management Systems, Tata McGraw-Hill Education.
  17. json.org (2006) ietf.org, july, [Online], Available: http://www.ietf.org/rfc/rfc4627.txt?number=4627 [14 may 2012].
  18. Kneckt, J., Alanen, O., Zheng, C., Huovinen, T. and Nihtila, T. (2011) 'IEEE 802.11ac: Enhancements for very high throughput WLANs', International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), Helsinki, Finland, 849- 853.
  19. Kolodner, J. (1992) 'An introduction to case-based reasoning', Artificial Intelligence Review, vol. 6, no. 1, march, pp. 3-34.
  20. López De Luise, M. D., Barrera, G. and Iglesias, J. J. (2010) 'An autonomous robot prototype using Concept Learning model', Lecture Notes in Engineering and Computer Science , Buenos Aires, 547-550.
  21. LAAS-CNRS (2012) Open Robots, 13 august, [Online], Available: http://www.openrobots.org/ [13 august 2012].
  22. Lego (2012) Lego, 14 may, [Online], Available: http://mindstorms.lego.com/en-us/Default.aspx [14 may 2012].
  23. Mallet, A., Kanehiro, F., Fleury, S. and Herrb, M. (2007) 'Reusable Robotics Software Collection', Proceedings of Second Int. Workshop on Software Development and Integration in Robotics, Roma.
  24. Mohan, Y. and Ponnambalam , S., (2009) 'An Extensive Review of Research in Swarm Robotics', Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on, Coimbatore, India, 140-145.
  25. Nesnas, I. D., Simmons, R., Gaines, D., Kunz, C., DiazCalderon, A., Estlin, T., Madison, R., Guineau, J. and McHenry, M. (2006) 'CLARAty: Challenges and Steps Toward Reusable Robotic Software', International Journal of Advanced Robotic Systems, vol. 3, no. 1, March, pp. 23-30.
  26. Padhy, Rabi, Prasad, Patra, Ranjan and Satapathy , , (2011) 'RDBMS to NoSQL: Reviewing Some NextGeneration Non-Relational Database's', International Journal Of Advanced Engineering Sciences And Technologies , vol. 11, no. 1, September, pp. 15-30.
  27. Patterson, D. and Fox, A. (2012) Engineering LongLasting Software: An Agile Approach Using SaaS and Cloud Computing, Alpha Edition edition, Strawberry Canyon LLC.
  28. Portinale, L. and Montani, S. (2008) 'A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation', Tools with Artificial Intelligence, 2008. ICTAI 7808. 20th IEEE International Conference on, Dayton, 241-245.
  29. Reisbeck, C. K. and Shank, R. C. (1989) Inside CaseBased Reasoning, 1st edition, Hillsdale: Lawrence Erlbaum Associates.
  30. Russell, R. and P, N. (2003) Artificial Intelligence: A Modern Approach, 2nd edition, Upper Saddle River: Prentice Hall.
  31. W3 Consortium (2012) W3C, 24 january, [Online], Available: http://www.w3.org/XML/ [14 may 2012].
  32. Walker, D. (2007) Similarity Determination And Case Retrieval In An Intelligent Decision Support System For Diabetes Management, Russ College of Engineering and Technology of Ohio University.
  33. Watson, I. and Marir, F. (1994) 'Case-Based Reasoning: A Review', The Knowledge Engineering Review, vol. 9, no. 4, October, pp. 355-381.
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Paper Citation


in Harvard Style

Gindre F., Kotlirevsky D., Scaine S., Jafelle Fraga N. and Daniela López De Luise M. (2013). Multi-agent Case-based Reasoning Inference Engine Proposal for Reusable Robotics . In Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-8565-39-6, pages 486-491. DOI: 10.5220/0004252204860491


in Bibtex Style

@conference{icaart13,
author={Francisco Gindre and D. Kotlirevsky and S. Scaine and N. Jafelle Fraga and M. Daniela López De Luise},
title={Multi-agent Case-based Reasoning Inference Engine Proposal for Reusable Robotics},
booktitle={Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2013},
pages={486-491},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004252204860491},
isbn={978-989-8565-39-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Multi-agent Case-based Reasoning Inference Engine Proposal for Reusable Robotics
SN - 978-989-8565-39-6
AU - Gindre F.
AU - Kotlirevsky D.
AU - Scaine S.
AU - Jafelle Fraga N.
AU - Daniela López De Luise M.
PY - 2013
SP - 486
EP - 491
DO - 10.5220/0004252204860491