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认知引擎中案例学习模块的设计与实现

刘怡静 袁建华 汪李峰

现代电子技术2011,Vol.34Issue(9):30-34,5.
现代电子技术2011,Vol.34Issue(9):30-34,5.

认知引擎中案例学习模块的设计与实现

Design and Realization of Episodic Learning Module in Cognitive Engine

刘怡静 1袁建华 2汪李峰1

作者信息

  • 1. 解放军理工大学通信工程学院研究生管理大队四队,江苏南京210007
  • 2. 中国电子系统设备工程公司,北京100141
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摘要

Abstract

Learning capability is the key characteristic of a cognitive radio distinguished from a traditional radio. In this paper, the design and realization of SOAR-based episodic learning function in the available cognitive engine platform are studied emphatically. The basic principle and concepts of SOAR are introduced, which is a widely used in development architecture for artificial intelligence system. The design and realization of SOAR-based episodic learning module are elaborated. By applying episodic learning to cognitive engine, the cognitive radio system could acquire knowledge from experiences and thus improve decision-making capability in its future tasks.

关键词

认知无线电/认知引擎/人工智能/案例学习/SOAR

Key words

cognitive radio/ cognitive engine/ artificial intelligence/ episodic learning/ SOAR

分类

信息技术与安全科学

引用本文复制引用

刘怡静,袁建华,汪李峰..认知引擎中案例学习模块的设计与实现[J].现代电子技术,2011,34(9):30-34,5.

基金项目

国家重点基础研究发展规划("973"计划)项目(2009CB320403) ("973"计划)

国家自然科学基金资助项目(60832008,60832006) (60832008,60832006)

国家科技重大专项课题(2009ZX03007-004) (2009ZX03007-004)

现代电子技术

1004-373X

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