Context-based bitmapping in a multi-agent receiver

被引：0
|
作者：
Hefferan, John [1 ]
机构：
[1] Signals Anal Grp, Intelligence Surveillance & Reconnaissance Div, Labs 203, Edinburgh, Midlothian, Scotland
来源：
2007 Information Decision and Control | 2007年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Re-inforcement learning in a multi-agent environment is applied to a multi-receiver distributed digital communications system. The receivers are given the task of learning the correct bit-to-symbol mapping used in a received bitstream. Using the assumption that a distribution of a proportion of the input characters is known, a reward value is derived and used to train the system. Three different learning policies are compared and suggestions for implementation of the system are presented.
引用
收藏
页码：310 / 314
页数：5
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