The Voronoi Game in Robot Coordination

Cooperation and communication are two of the fundamental problems associated with research into multirobot systems. In our work we examine the interactions of a team of robot footballers. Like computer chess and Go, robot football can be thought of as a game in which the agents on one team cooperate to control more space more comprehensively than the opposing team. As a research experiment we are investigating a ‘space-time possession game’ in which the only issue is the space controlled by the agents both individually and in combination. In this paper, we abstract a simple geometric representation of player interaction which facilitates both cooperation and communication through visual structures in the environment. We introduce the Voronoi game as a representation for the game of football and demonstrate the effectiveness of some competitive strategies.

[1]  Hiroaki Kitano,et al.  RoboCup: A Challenge Problem for AI , 1997, AI Mag..

[2]  Blaine A. Price,et al.  Representing Patterns of autonomous agent dynamics in multi-robot systems , 2003 .

[3]  J. A. Law Analysis of Multi-Robot Cooperation using Voronoi Diagrams , 2005 .

[4]  Otfried Cheong,et al.  Competitive Facility Location along a Highway , 2001, COCOON.

[5]  Jong-Hwan Kim,et al.  Path planning and role selection mechanism for soccer robots , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[6]  Bruno Bouzy,et al.  Monte-Carlo Go Reinforcement Learning Experiments , 2006, 2006 IEEE Symposium on Computational Intelligence and Games.

[7]  James Law,et al.  Recent Mirosot Developments in the UK , 2004 .

[8]  James Law,et al.  Discrete dynamics and the space-time possession game , 2004 .

[9]  Gourab Sen Gupta,et al.  Strategy for collaboration in robot soccer , 2002, Proceedings First IEEE International Workshop on Electronic Design, Test and Applications '2002.

[10]  Sándor P. Fekete,et al.  The one-round Voronoi game replayed , 2005, Comput. Geom..

[11]  Jirí Matousek,et al.  The one-round Voronoi game , 2002, SCG '02.

[12]  Brett Browning,et al.  Plays as Effective Multiagent Plans Enabling Opponent-Adaptive Play Selection , 2004, ICAPS.

[13]  Ian H. Witten,et al.  Fred CHAMP, positional-chess analyst , 1976 .

[14]  James Law Analysis of multi-robot cooperation using Voronoi diagrams , 2005 .