Abstract
We describe the decision processes of agents in the Robocup Rescue Agent Simulation. Agents have to rescue civilians trapped in buildings and extinguish fires in a city which has been struck by an earthquake. Lack of information and limited communications hamper the rescue process. We examine how effective our strategies and algorithms are and compare their performance against the baseline agents and agents which competed in last year’s competition.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Kitano, H., Tadokoro, S.: RoboCup rescue: A grand challenge for multiagent and intelligent systems. AI Magazine 22(1), 39–52 (2001)
Takeshi, M.: How to develop a RoboCupRescue agent (2000)
Paquet, S., Bernier, N., Chaib-draa, B.: Comparison of different coordination strategies for the RoboCup rescue simulation. In: Orchard, B., Yang, C., Ali, M. (eds.) IEA/AIE 2004. LNCS (LNAI), vol. 3029, pp. 987–996. Springer, Heidelberg (2004)
Mohammadi, Y.B., Tazari, A., Mehrandezh, M.: A new hybrid task sharing method for cooperative multi agent systems. In: Canadian Conf. on Electrical and Computer Engineering, pp. 2045–2048 (May 2005)
MartÃnez, I.C., Ojeda, D., Zamora, E.A.: Ambulance decision support using evolutionary reinforcement learning in RoboCup rescue simulation league. In: Lakemeyer, G., Sklar, E., Sorrenti, D.G., Takahashi, T. (eds.) RoboCup 2006: Robot Soccer World Cup X. LNCS (LNAI), vol. 4434, pp. 556–563. Springer, Heidelberg (2007)
Scerri, P., Farinelli, A., Okamoto, S., Tambe, M.: Allocating tasks in extreme teams. In: Proc. Int’l Conference on Autonomous Agents and Multi-Agent Systems, pp. 727–734. ACM, New York (2005)
Bredenfeld, A., et al.: RoboCup 2005. LNCS (LNAI), vol. 4020, pp. 166–172. Springer, Heidelberg (2006)
Nair, R., Ito, T., Tambe, M., Marsella, S.: Task allocation in the RoboCup rescue simulation domain: A short note. In: Int’l Symposium on RoboCup (2001)
Ramchurn, S., Farinelli, A., Macarthur, K., Polukarov, M., Jennings, N.: Decentralised coordination in RoboCup rescue. The Computer Journal (January 2009)
Koenig, S., Tovey, C., Lagoudakis, M., Markakis, V., Kempe, D., Keskinocak, P., Kleywegt, A., Meyerson, A., Jain, S.: The power of sequential single-item auctions for agent coordination. In: Proc. Nat’l Conference on Artificial Intelligence, pp. 1625–1629 (2006)
Dias, M.B., Zlot, R.M., Kalra, N., Stentz, A.: Market-based multirobot coordination: A survey and analysis. Proceedings of the IEEE 94(7), 1257–1270 (2006)
Cormen, T., Leiserson, C., Rivest, R., Stein, C.: Introduction to Algorithms. Prentice Hall of India (2001)
Koenig, S., Likhachev, M.: D* lite. In: Proc. Nat’l Conference on Artificial Intelligence, pp. 476–483 (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Nanjanath, M. et al. (2010). Decision and Coordination Strategies for RoboCup Rescue Agents. In: Ando, N., Balakirsky, S., Hemker, T., Reggiani, M., von Stryk, O. (eds) Simulation, Modeling, and Programming for Autonomous Robots. SIMPAR 2010. Lecture Notes in Computer Science(), vol 6472. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-17319-6_43
Download citation
DOI: https://doi.org/10.1007/978-3-642-17319-6_43
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-17318-9
Online ISBN: 978-3-642-17319-6
eBook Packages: Computer ScienceComputer Science (R0)