Adaptive agent architecture inspired by human behavior

被引:3
|
作者
Wickramasinghe, LK [1 ]
Alahakoon, LD [1 ]
机构
[1] Monash Univ, Sch Business Syst, Clayton, Vic 3168, Australia
关键词
D O I
10.1109/IAT.2004.1342993
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Intelligent agent technology can be considered as a step towards the next stage of artificial intelligence. This new technology attempts to bridge the gap between man and machine. When bridging the man-machine gap, one of the main issues to address is how to make agents capable of autonomous actions in a dynamic environment. Inspired by human behavior, psychology and brain science, this paper presents a layered agent architecture which combines two fundamental forms of adaptation: learning and evolution. Each layer depicts the functionality of a human being making the agent better prepared to face environment dynamisms. The novel feature of the proposed architecture is, it enables the agent to evolve such that, the best action required for a given state of the environment is identified through learning rather than. using a pre defined set of actions or plans.
引用
收藏
页码:450 / 453
页数:4
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