A Study on Multi-Agent Behavior in a Soccer Game Domain
There have been many games developing simulation
of soccer games. Many of these games have been designed with
highly realistic features to attract more users. Many have also
incorporated better artificial intelligent (AI) similar to that in a real
soccer game. One of the challenging issues in a soccer game is the
cooperation, coordination and negotiation among distributed agents
in a multi-agent system. This paper focuses on the incorporation of
multi-agent technique in a soccer game domain. The better the
cooperation of a multi-agent team, the more intelligent the game will
be. Thus, past studies were done on the robotic soccer game because
of the better multi-agent system implementation. From this study, a
better approach and technique of multi-agent behavior could be
select to improve the author-s 2D online soccer game.
[1] H. L. Sng, G. S. Gupta, C. H. Messom, "Strategy for Collaboration in
Robot Soccer" IEEE International Workshop on Electronic Design, Test
and Applications (DELTA '02), 2002, p. 347.
[2] S. W. Park, J. H. Kim, E. H. Kim, J. H. Oh, "Development of a multiagent
system for robot soccer game," IEEE International Conference on
Robotics and Automation, 1997, vol. 1, pp. 626-631.
[3] B. Horak, V. Snasel, "Design of Structure and Realisation of Game
Rules Database of Robot-Soccer Game," International Workshop on
DAtabases, TExts, Specifications and Objects (Dateso-04), April 2004.
[4] T. Nisikata, T. Kimura, H. Sawamura, "Energizing Soccer Agents by
Argumentation," IEEE/WIC/ACM International Conference on
Intelligent Agent Technology (IAT'04), 2004, pp. 561-562.
[5] A. J. Garcia, G. I. Simari, T. Delladio, D. R. Garc─▒a, M. Tucat, N. D.
Rotstein, F. A. Mart─▒n, S. Gottifredi, "Cognitive Robotics in a Soccer
Game Domain: a Proposal for the E-League Competition," Workshop de
Investigadores en Ciencias de la Computacion (WICC), 2004, pp. 289-
293.
[6] M. Al-Jarrah, H. Almasaeed, A. Alshogran, "Intelligent Multi-agent
Collaboration: Yarmouk University Soccer Team Simulation,"
Proceedings of World Academy of Science, Engineering and
Technology, Vol. 3, Dec 2004.
[7] J. Bruce, M. Bowling, B. Browning, M. Veloso, "Multi-Robot Team
Response to a Multi-Robot Opponent Team," IEEE International
Conference on Robotics and Automation (ICRA-03), 2003, vol.2, pp.
2281-2286.
[8] M. Steven, L. Valle, "Rapidly-exploring random trees: A new tool for
path planning," In Technical Report No. 98-11, October 1998.
[9] D. C. Brogan, Y. Loitiere, "Data-Driven Generation of Simulated Soccer
Behaviors," International joint conference on Autonomous agents and
multiagent systems, 2002, pp. 1391-1392.
[10] T. Wang, J. Liu. "The Minority Game Strategy in team Competition:
How And When?," IEEE/WIC/ACM International Conference on
Intelligent Agent Technology, 2005, pp. 587-594.
[11] V. Seovnal, A. Pavliska, "Robot Control Using UML and Multi-agent
System," In: Proceeding 6th World Multiconference SCI, 2002.
[12] S. L. Wu, K. C. Tung, Y. R. Liou, W. H. Lin, M. H. Wu, "A Multi-agent
Algorithm for Robot Soccer Games in Fira Simulation League," FIRA
RoboWorld Congress USA, 2007.
[13] M. Veloso, P. Stone, K. Han, "The CMUnited-97 Robotic Soccer Team:
Perception and Multiagent Control," International Conference on
Autonomous Agents, 1998, p. 78-85.
[1] H. L. Sng, G. S. Gupta, C. H. Messom, "Strategy for Collaboration in
Robot Soccer" IEEE International Workshop on Electronic Design, Test
and Applications (DELTA '02), 2002, p. 347.
[2] S. W. Park, J. H. Kim, E. H. Kim, J. H. Oh, "Development of a multiagent
system for robot soccer game," IEEE International Conference on
Robotics and Automation, 1997, vol. 1, pp. 626-631.
[3] B. Horak, V. Snasel, "Design of Structure and Realisation of Game
Rules Database of Robot-Soccer Game," International Workshop on
DAtabases, TExts, Specifications and Objects (Dateso-04), April 2004.
[4] T. Nisikata, T. Kimura, H. Sawamura, "Energizing Soccer Agents by
Argumentation," IEEE/WIC/ACM International Conference on
Intelligent Agent Technology (IAT'04), 2004, pp. 561-562.
[5] A. J. Garcia, G. I. Simari, T. Delladio, D. R. Garc─▒a, M. Tucat, N. D.
Rotstein, F. A. Mart─▒n, S. Gottifredi, "Cognitive Robotics in a Soccer
Game Domain: a Proposal for the E-League Competition," Workshop de
Investigadores en Ciencias de la Computacion (WICC), 2004, pp. 289-
293.
[6] M. Al-Jarrah, H. Almasaeed, A. Alshogran, "Intelligent Multi-agent
Collaboration: Yarmouk University Soccer Team Simulation,"
Proceedings of World Academy of Science, Engineering and
Technology, Vol. 3, Dec 2004.
[7] J. Bruce, M. Bowling, B. Browning, M. Veloso, "Multi-Robot Team
Response to a Multi-Robot Opponent Team," IEEE International
Conference on Robotics and Automation (ICRA-03), 2003, vol.2, pp.
2281-2286.
[8] M. Steven, L. Valle, "Rapidly-exploring random trees: A new tool for
path planning," In Technical Report No. 98-11, October 1998.
[9] D. C. Brogan, Y. Loitiere, "Data-Driven Generation of Simulated Soccer
Behaviors," International joint conference on Autonomous agents and
multiagent systems, 2002, pp. 1391-1392.
[10] T. Wang, J. Liu. "The Minority Game Strategy in team Competition:
How And When?," IEEE/WIC/ACM International Conference on
Intelligent Agent Technology, 2005, pp. 587-594.
[11] V. Seovnal, A. Pavliska, "Robot Control Using UML and Multi-agent
System," In: Proceeding 6th World Multiconference SCI, 2002.
[12] S. L. Wu, K. C. Tung, Y. R. Liou, W. H. Lin, M. H. Wu, "A Multi-agent
Algorithm for Robot Soccer Games in Fira Simulation League," FIRA
RoboWorld Congress USA, 2007.
[13] M. Veloso, P. Stone, K. Han, "The CMUnited-97 Robotic Soccer Team:
Perception and Multiagent Control," International Conference on
Autonomous Agents, 1998, p. 78-85.
@article{"International Journal of Information, Control and Computer Sciences:50357", author = "S. R. Mohd Shukri and M. K. Mohd Shaukhi", title = "A Study on Multi-Agent Behavior in a Soccer Game Domain", abstract = "There have been many games developing simulation
of soccer games. Many of these games have been designed with
highly realistic features to attract more users. Many have also
incorporated better artificial intelligent (AI) similar to that in a real
soccer game. One of the challenging issues in a soccer game is the
cooperation, coordination and negotiation among distributed agents
in a multi-agent system. This paper focuses on the incorporation of
multi-agent technique in a soccer game domain. The better the
cooperation of a multi-agent team, the more intelligent the game will
be. Thus, past studies were done on the robotic soccer game because
of the better multi-agent system implementation. From this study, a
better approach and technique of multi-agent behavior could be
select to improve the author-s 2D online soccer game.", keywords = "Multi-Agent, Robotic Intelligent, Role Assignment,Formation.", volume = "2", number = "2", pages = "284-5", }
