DocumentCode
2477360
Title
The behavior selection of artificial life based on evaluation-tradeoff structure
Author
Shao, Guifang ; Zhang, Xiaochuan ; Li, Zushu ; Tan, Zhi
Author_Institution
Dept. of Pattern Recognition & Intell. Syst., Xiamen Univ., Xiamen
fYear
2008
fDate
25-27 June 2008
Firstpage
820
Lastpage
824
Abstract
Through the analysis of current reactive/deliberative structures, based on schema theory, according to bionics, this paper provides a new behavior selection structure. Firstly, simply analyses the existing methods of behavior selection; Secondly, introduces the behavior selection structure based on evaluation-tradeoff in detailly and proposes two concepts, namely perception satisfied degree and exhibition desired degree; Finally, taking soccer robot as experiment platform, describes the method on how to design behavior, analyses the experiment results which proves the validity of structure proposed in this paper. Simulation experiment results show that, based on this new behavior selection structure, the artificial life not only imitates the natural life behavior realistically in unknown environment, but also has higher dynamic programming intelligence.
Keywords
artificial life; biocybernetics; dynamic programming; mobile robots; multi-robot systems; artificial life; behavior selection; bionics; dynamic programming intelligence; evaluation-tradeoff structure; exhibition desired degree; perception satisfied degree; schema theory; soccer robot; Artificial intelligence; Automation; Intelligent control; Intelligent robots; Intelligent structures; Intelligent systems; Machine intelligence; Organizing; Pattern recognition; Psychology; Artificial life; Behavior selection; Evaluation; Schema; Tradeoff;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593027
Filename
4593027
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