%0 Journal Article
%T Research on Noise Tolerance Mechanism in RoboCup<br>容噪学习机制及其在Robocup中的应用研究
%A CHENG Wen-Jun SHEN Jian-Qiang XIE Qi CHEN Zhao-Qian
%A <br>承文俊
%A 沈建强
%A 谢琪
%A 陈兆乾
%J 计算机科学
%D 2004
%I 
%X Noise is an important issue in machine learning and it will bring great effect on machine learning > so to develop an effective noise tolerance mechanism is a popular topic in current research. This paper studies the noise tolerance capability of BP Neural Networks under different noisy circumstances. analyzes the noise problem in Robocup and solves the noise in Robocup with noise tolerance BP Neural Networks. It also describes the implementation of ball interception in NDSocTeam-
%K Noise
%K Machine learning
%K RoboCup
%K Agent<br>机器学习
%K 容噪学习机制
%K Robocup
%K 噪声模型
%K BP神经网络
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=E1160B6DDC8F9969&yid=D0E58B75BFD8E51C&vid=4AD960B5AD2D111A&iid=E158A972A605785F&sid=74011071555EB4E5&eid=89F76E117E9BDB76&journal_id=1002-137X&journal_name=计算机科学&referenced_num=2&reference_num=13