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A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies | |
Ye,Peijun1,2 | |
发表期刊 | IEEE Transactions on Computational Social Systems |
ISSN | 2329-924X |
2018 | |
卷号 | 5期号:1页码:176-185 |
文章类型 | article |
摘要 | 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. |
关键词 | Agent-based Modeling Artificial Society Cognitive Architecture (Ca) |
URL | 查看原文 |
语种 | 英语 |
资助项目 | Grant of China Scholarship Council[201704910284] ; National Natural Science Foundation of China[71232006] ; National Natural Science Foundation of China[61533019] ; National Natural Science Foundation of China[61603381] ; National 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] |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/23114 |
专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
作者单位 | 1.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 |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 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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publication.pdf(1191KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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