DocumentCode :
2800406
Title :
Real time reactive strategies based on potential fields for robot soccer
Author :
Zhong, Biliang ; Zhang, Qi ; Yang, Yimin
Author_Institution :
Guangdong Univ. of Technol., Guangzhou, China
Volume :
2
fYear :
2003
fDate :
8-13 Oct. 2003
Firstpage :
1052
Abstract :
Soccer robot games are rapidly becoming a major research tool in field of AI, machine vision and motion control. The dynamism of the environment in the size of state space makes such a design challenging. In this paper we develop optimal reactive strategies for the game using groundtruth data from experts, with potential fields as base of the strategies. Experiment shows that the strategy has good active characteristics and can satisfy the game demand.
Keywords :
artificial intelligence; genetic algorithms; mobile robots; motion control; multi-robot systems; robot vision; sport; artificial intelligence; genetic algorithm; groundtruth data; machine vision; motion control; multi-robot systems; optimal reactive strategies; potential fields; robot soccer games; state space; Artificial intelligence; Feedforward neural networks; Intelligent robots; Intelligent sensors; Neural networks; Orbital robotics; Programming profession; Robot kinematics; Robot sensing systems; Service robots;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics, Intelligent Systems and Signal Processing, 2003. Proceedings. 2003 IEEE International Conference on
Print_ISBN :
0-7803-7925-X
Type :
conf
DOI :
10.1109/RISSP.2003.1285735
Filename :
1285735
Link To Document :
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