Cognitive architectures: Research issues and challenges

被引：305
|
作者：
Langley, Pat [1 ]
Laird, John E. [2 ]
Rogers, Seth [1 ]
机构：
[1] Stanford Univ, Ctr Study Language & Informat, Computat Learning Lab, Stanford, CA 94305 USA
[2] Univ Michigan, Dept EECS, Ann Arbor, MI 48109 USA
来源：
COGNITIVE SYSTEMS RESEARCH | 2009年 / 10卷 / 02期
关键词：
Cognitive architectures; Intelligent systems; Cognitive processes;
D O I：
10.1016/j.cogsys.2006.07.004
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we examine the motivations for research on cognitive architectures and review some candidates that have been explored in the literature. After this, we consider the capabilities that a cognitive architecture should support, some properties that it should exhibit related to representation, organization, performance, and learning, and some criteria for evaluating such architectures at the systems level. In closing, we discuss some open issues that should drive future research in this important area. (C) 2008 Published by Elsevier B.V.
引用
收藏
页码：141 / 160
页数：20
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