Agent-based modeling is a technique used to simulate complex systems, such as those found in economics or sociology. There have been many uses of agent-based modeling in various fields, including epidemiology, ecology, and psychology. One novel use of this computational modeling is in model-...
and opportunities in modeling agent-based complex systems》,对基于Agent的复杂系统建模当前面临的挑战、任务和新发展机遇等作了系统评述,并在文末呼吁建立一门新的基于Agent的复杂系统(Agent-based complex systems, ACS)科学,以期为应对人类社会和经济发展所面临的一系...
(2007). Agent-based modeling: A new approach for theory building in social psychology. Personality and Social Psychology Review, 11, 87-104. doi:10.1177/1088868306294789Smith, E.R., Conrey, F.R.: Agent-based modeling: a new approach for theory building in social psychology. Pers. Soc. ...
This chapter introduces agent-based models (ABMs). These are computational semi-realistic models where every important part of the system is explicitly represented. ABMs can be very valuable in biological modeling because they can represent very complicated systems that cannot be represented using, fo...
We discuss agent-based models as research tools for developmental and social psychology. "Agents" are computer-based entities, e.g., individual people or animals. To construct an agent-based model, the modeler assigns the agents real-world roles and rules, and then studies the model through co...
Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering Edward Junprung.[abs], 2023.8 Neural Amortized Inference for Nested Multi-agent Reasoning Kunal Jha, Tuan Anh Le, Chuanyang Jin, Yen-Ling Kuo, Joshua B. Tenenbaum, Tianmin Shu.[abs], 2023.8 ...
Conte, R., & Paolucci, M. (2014). On agent-based modeling and computational social science.Frontiers in Psychology.https://doi.org/10.3389/fpsyg.2014.00668. ArticleGoogle Scholar Wilensky, U., & Rand, W. (2015).An introduction to agent-based modeling: modeling natural, social, and engineer...
行为经济学成为主流后,agent-based modeling就更容易被主流接受。但是行为学派目前还处于“很火”的阶段,能否成为主流,尚不可知。 我之前跟老师详细交流过是否要在博士阶段重仓Agent-based modeling的问题,老师的建议是还是先看看主流的方法有哪些合我意。我自己一开始肯定是排斥的,但是文献看多了以后,也逐渐明晰了...
Large language model (LLM) agent-based modeling and simulation A summary of works on LLM empowered agent-based modeling and simulation. Our survey Large language models empowered agent-based modeling and simulation: a survey and perspectives is published in Humanities and Social Sciences Communications...
Dean, J. S., Gumerman, G. J., Epstein, J. M., Axtell, R. L., Swedlund, A. C., Parker, M. T., & McCarroll, S. (2000). Understanding Anasazi culture change through agent-based modeling. InDynamics in human and primate societies: Agent-based modeling of social and spatial proce...