An Overview of Neural Networks in Simulation Soccer

被引：0

作者：

Plant, William ^{[1
]}

Schaefer, Gerald ^{[2
]}

机构：

[1] Aston Univ, Sch Engn & Appl Sci, Birmingham B4 7ET, W Midlands, England

[2] Loughborough Univ, Dept Comp Sci, Loughborough LE11 3TU, Leics, England

来源：

2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009) | 2009年

关键词：

RoboCup; simulation soccer; computational intelligence; neural networks; ROBOCUP;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper reviews applications of neural networks (NNs) in the domain of 2-D simulation soccer. We divide these into the employment of NNs for the training of low-level and high-level skills as well as coaching clients involved with high-level strategies. We conclude that the use of NNs has yielded success in these areas, but their future use may be limited to building a foundation of skills which can be advanced through manual hardcoding.

引用

页码：1619 / +

页数：2

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