articleHumanities and Social Sciences CommunicationsSep 27, 2024GOLD OA

Large language models empowered agent-based modeling and simulation: a survey and perspectives

CGChen GaoXLXiaochong LanNLNian LiYYYuan YuanJDJingtao Ding

Tsinghua University

Indexed incrossrefdoaj

Abstract

Abstract Agent-based modeling and simulation have evolved as a powerful tool for modeling complex systems, offering insights into emergent behaviors and interactions among diverse agents. Recently, integrating large language models into agent-based modeling and simulation presents a promising avenue for enhancing simulation capabilities. This paper surveys the landscape of utilizing large language models in agent-based modeling and simulation, discussing their challenges and promising future directions. In this survey, since this is an interdisciplinary field, we first introduce the background of agent-based modeling and simulation and large language model-empowered agents. We then discuss the motivation for…

Citation impact

182
total citations
FWCI
57.27
Percentile
100%
References
148
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Authors

8

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Topics
Keywords
  • Computer science
  • Management science
  • Data science
  • Engineering
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