![](/images/graphics-bg.png)
Guidance Compliance Behavior on VMS Based on SOAR Cognitive Architecture
Joint Authors
Zhong, Shiquan
Ma, Shoufeng
Ma, Hongwei
Zhou, Lizhen
Jia, Ning
Wang, Xuelian
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-21, 21 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-11-04
Country of Publication
Egypt
No. of Pages
21
Main Subjects
Abstract EN
SOAR is a cognitive architecture named from state, operator and result, which is adopted to portray the drivers' guidance compliance behavior on variable message sign (VMS) in this paper.
VMS represents traffic conditions to drivers by three colors: red, yellow, and green.
Based on the multiagent platform, SOAR is introduced to design the agent with the detailed description of the working memory, long-term memory, decision cycle, and learning mechanism.
With the fixed decision cycle, agent transforms state through four kinds of operators, including choosing route directly, changing the driving goal, changing the temper of driver, and changing the road condition of prediction.
The agent learns from the process of state transformation by chunking and reinforcement learning.
Finally, computerized simulation program is used to study the guidance compliance behavior.
Experiments are simulated many times under given simulation network and conditions.
The result, including the comparison between guidance and no guidance, the state transition times, and average chunking times are analyzed to further study the laws of guidance compliance and learning mechanism.
American Psychological Association (APA)
Zhong, Shiquan& Ma, Hongwei& Zhou, Lizhen& Wang, Xuelian& Ma, Shoufeng& Jia, Ning. 2012. Guidance Compliance Behavior on VMS Based on SOAR Cognitive Architecture. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-21.
https://search.emarefa.net/detail/BIM-1029611
Modern Language Association (MLA)
Zhong, Shiquan…[et al.]. Guidance Compliance Behavior on VMS Based on SOAR Cognitive Architecture. Mathematical Problems in Engineering No. 2012 (2012), pp.1-21.
https://search.emarefa.net/detail/BIM-1029611
American Medical Association (AMA)
Zhong, Shiquan& Ma, Hongwei& Zhou, Lizhen& Wang, Xuelian& Ma, Shoufeng& Jia, Ning. Guidance Compliance Behavior on VMS Based on SOAR Cognitive Architecture. Mathematical Problems in Engineering. 2012. Vol. 2012, no. 2012, pp.1-21.
https://search.emarefa.net/detail/BIM-1029611
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1029611