Agent Oriented Techniques for Programming Autonomous Robots

• Autorzy: Burkhard H-D.
• Języki publikacji: EN

Abstrakty

EN

Robots and agents are both autonomously interacting with their environment. It is even argued that robots can be regarded as embodied agents. This paper discusses the use of Agent Oriented Techniques for controlling robots, their benefits and their limitations. Basic skills need much more emphasis for robots than related skills of agents. Algorithms for perception in the real world are a key problem for robot programming with many (still unsolved) challenges. More deliberative tasks like planning can benefit from techniques developed for agents. Since real environments are highly dynamic, classical planning techniques are not flexible enough, but there exist more sophisticated techniques for agents which are useful for robotics as well.

Słowa kluczowe

EN

agent technics; cognitive robotics

• Wydawca: IOS Press
• Czasopismo: Fundamenta Informaticae
• Rocznik: 2010
• Tom: Vol. 102, nr 1
• Strony: 49--62
• Opis fizyczny: Bibliogr. 27 poz.

Twórcy

autor

Burkhard H-D.

• Humboldt University Berlin, D-10099 Berlin, Germany,

Bibliografia

• [1] Berger, R.: Die Doppelpass-Architektur. Verhaltenssteuerung autonomer Agenten in dynamischen Umgebungen (in German), Diploma thesis, Humboldt-Universität zu Berlin, Institut für Informatik, 2006.
• [2] Bratman, M. E.: Intentions, Plans, and Practical Reason, Harvard University Press, 1987.
• [3] Brooks, R. A.: Elephants Dont Play Chess, Robotics and Autonomous Systems, 6, 1990, 3-15.
• [4] Burkhard, H.-D.: Programming Bounded Rationality, Proceedings of the International Workshop on Monitoring, Security, and Rescue Techniques in Multiagent Systems (MSRAS 2004), Springer, 2005.
• [5] Burkhard, H.-D., Berger, R.: Cases in Robotic Soccer., Case-Based Reasoning Research and Development, Proc. 7th International Conference on Case-Based Reasoning, ICCBR 2007 (M. M. R. Rosina O. Weber, Ed.), Lecture Notes in Artificial Intelligence, Springer, 2007.
• [6] Carthy, J. M.: Ascribing mental qualities to machines, Technical Report Memo 326, Stanford AI Lab, 1979.
• [7] Düffert, U.: Vierbeiniges Laufen: Modellierung und Optimierung von Roboterbewegungen (in German), Diploma thesis, Humboldt-Universität zu Berlin, 2004.
• [8] Foundation, T. N. S.: Cyber-physical systems. Program Announcements and Information, 2008-09-30, URL: http://www.nsf.gov/pubs/2008/nsf08611/nsf08611.pdf.
• [9] GermanTeam: Official Website, URL: http://www.germanteam.org.
• [10] Göhring, D., Mellmann, H., Burkhard, H.-D.: Constraint Based World Modeling in Mobile Robotics, Proceedings of the 2009 IEEE International Conference on Robotics and Automation (ICRA), Kobe, Japan, IEEE, 2009.
• [11] Hein, D.: Simloid - Evolution of Biped Walking Using Physical Simulation, Diploma thesis, Humboldt-Universität zu Berlin, 2007.
• [12] Hewitt, C.: The Challenge of Open Systems, Byte Magazine, 10(4), 1985, 223-242.
• [13] Hild, M.: Neurodynamische Module zur Bewegungssteuerung autonomer mobiler Roboter (in German), Ph.D. Thesis, Humboldt-Universität zu Berlin, 2007.
• [14] Höfer, S.: Analyse des Laufverhaltens von humanoiden Robotern mit der Slow Feature Analysis (in German), Technical report, Humboldt-Universität zu Berlin, 2009.
• [15] Lötzsch, M., Risler, M., Jüngel, M.: XABSL - A Pragmatic Approach to Behavior Engineering, Proceedings of IEEE/RSJ International Conference of Intelligent Robots and Systems (IROS), Beijing, China, October 9-15 2006.
• [16] Pfeifer, R., Bongard, J. C.: How the Body Shapes the Way We Think.A New View of Intelligence., MIT Press, 2007.
• [17] Rao, A. S., Georgeff, M. P.: Modeling Rational Agents within a BDI-Architecture, Proceedings of the 2nd International Conference on Principles of Knowledge Representation and Reasoning (KR'91) (J. Allen, R. Fikes, E. Sandewall, Eds.), Morgan Kaufmann, 1991, ISBN 1-55860-165-1.
• [18] Rao, A. S., Georgeff, M. P.: BDI-agents: from theory to practice, Proceedings of the First Intl. Conference on Multi-Agent Systems (ICMAS-95), AAAI Press, June 1995.
• [19] Russel, S., Norvig, P.: Artificial Intelligence: A Modern Approach, Prentice Hall, 1995.
• [20] The RoboCup Federation: Official Website, URL: http://www.robocup.org.
• [21] Thiele, C.: Integrierte Entwicklungsumgebung zur Bewegungssteuerung humanoider Roboter (in German), Technical report, Humboldt-Universität zu Berlin, 2007.
• [22] Thrun, S., Burgard, W., Fox, D.: Probabilistic robotics, MIT Press, Cambridge, Mass., 2005.
• [23] Visser, U., Burkhard, H.-D.: RoboCup - 10 years of achievements and future challenges, AI Magazine, 28(2), 2007, 115-132.
• [24] Vukobratovic, M., Borovac, B.: Zero-Moment Point - Thirty Five Years of its Life, International Journal of Humanoid Robotic, 1(1), 2004, 157-173.
• [25] Weiss, G., Ed.: Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence, MIT Press, 1999.
• [26] Werner, B.: Sensomotorische Erzeugung eines Gangmusters für humanoide Roboter (in German), Technical report, Humboldt-Universität zu Berlin, 2008.
• [27] Wooldridge, M.: Reasoning about Rational Agents, MIT Press, 2000.