A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies
Source PublicationIEEE Transactions on Computational Social Systems

Artificial Society is an analytical foundation of various complex eco- and social systems. Such system is usually implemented via multiagent approach. However, there is no consensus on how to model the agent's decision-making process,since different application scenarios concentrate on different facets. This, to some extent, hinders model reuse and system integration. This paper proposes a general cognitive architecture that attempts to adapt all the aspects of agent's decision-making in artificial societies, so that different programs and software can be reorganized and integrated conveniently. To illustrate its implementation, two simulations-emergent evacuation and population evolution-are conducted. These tests clearly show that the proposed architecture is able to support different agent-based models. Problems that might be encountered, as well as possible strategies, are also proposed in the end.

KeywordAgent-based Modeling Artificial Society Cognitive Architecture (Ca)
Funding ProjectNational Natural Science Foundation of China[61603381] ; National Natural Science Foundation of China[61533019] ; National Natural Science Foundation of China[71232006] ; Grant of China Scholarship Council[201704910284]
Document Type期刊论文
Affiliation1.State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
2.Qingdao Academy of Intelligent Industries
3.University of Chinese Academy of Sciences
4.Military Computational Experiments and Parallel Systems Research Center, National University of Defense and Technology
Recommended Citation
GB/T 7714
Ye,Peijun. A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies[J]. IEEE Transactions on Computational Social Systems,2018,5(1):176-185.
APA Ye,Peijun.(2018).A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies.IEEE Transactions on Computational Social Systems,5(1),176-185.
MLA Ye,Peijun."A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies".IEEE Transactions on Computational Social Systems 5.1(2018):176-185.
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