Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives

19 December 2023

Jingtao Ding

Yong Li

Papers citing "Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives"

50 / 72 papers shown

Title
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation Xinyi Mou Chen Qian Wei Liu Xuanjing Huang Zhongyu Wei LLMAG 11 0 0 11 May 2025
Evolutionary ecology of words Reiji Suzuki Takaya Arita 21 0 0 09 May 2025
Benchmarking LLMs' Swarm intelligence Kai Ruan Mowen Huang Ji-Rong Wen Hao Sun 35 0 0 07 May 2025
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users X. Zhang Jiayu Lin Xinyi Mou Shiyue Yang Xiawei Liu ... Jiebo Luo Shiping Tang Libo Wu Baohua Zhou Zhongyu Wei LLMAG 46 0 0 14 Apr 2025
PAARS: Persona Aligned Agentic Retail Shoppers Saab Mansour Leonardo Perelli Lorenzo Mainetti George Davidson Stefano DÁmato 36 0 0 31 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 58 1 0 27 Mar 2025
Simulating Filter Bubble on Short-video Recommender System with Large Language Model Agents Nicholas Sukiennik Haoyu Wang Zailin Zeng Chen Gao Y. Li 27 0 0 23 Mar 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 93 5 0 20 Mar 2025
MiLA: Multi-view Intensive-fidelity Long-term Video Generation World Model for Autonomous Driving Haiguang Wang Daqi Liu Hongwei Xie Haisong Liu Enhui Ma Kaicheng Yu Limin Wang Bing Wang VGen 67 0 0 20 Mar 2025
MAP: Multi-user Personalization with Collaborative LLM-powered Agents Christine P. Lee Jihye Choi Bilge Mutlu LLMAG 65 0 1 17 Mar 2025
Artificial Utopia: Simulation and Intelligent Agents for a Democratised Future Yannick Oswald AI4CE 48 0 0 10 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Y. Li LM&Ro LM&MA 76 0 0 07 Mar 2025
Linear Representations of Political Perspective Emerge in Large Language Models Junsol Kim James Evans Aaron Schein 67 1 0 03 Mar 2025
AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms Yuwei Yan Yu Shang Qingbin Zeng Yu Li Keyu Zhao ... Tianji Wu Shengen Yan Yu Wang Fengli Xu Y. Li LLMAG AI4TS 56 0 0 26 Feb 2025
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems Zengqing Wu Takayuki Ito 32 0 0 23 Feb 2025
Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral Shivani Kumar David Jurgens LRM 33 0 0 21 Feb 2025
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society J. Piao Yuwei Yan Jun Zhang Nian Li Junbo Yan ... Fengli Xu Fang Zhang Ke Rong Jun Su Y. Li AI4CE 65 8 0 12 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 111 9 0 05 Feb 2025
Will Systems of LLM Agents Cooperate: An Investigation into a Social Dilemma Richard Willis Yali Du Joel Z. Leibo Michael Luck 47 1 0 28 Jan 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O’Sullivan Hoang D. Nguyen LLMAG 80 22 0 10 Jan 2025
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application Shuaihang Chen Yuanxing Liu Wei Han Weinan Zhang Ting Liu LLMAG AI4CE 38 1 0 08 Jan 2025
Planning, Living and Judging: A Multi-agent LLM-based Framework for Cyclical Urban Planning Hang Ni Yuzhi Wang Hao Liu 31 2 0 31 Dec 2024
Modular Conversational Agents for Surveys and Interviews Jiangbo Yu Jinhua Zhao Luis Miranda-Moreno Matthew Korp 69 0 0 22 Dec 2024
TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System Zeyu Zhang Jianxun Lian Chen Ma Yaning Qu Ye Luo ... X. Chen Yankai Lin Le Wu Xing Xie Ji-Rong Wen LLMAG AAML 60 0 0 14 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 77 11 0 04 Dec 2024
Towards Adaptive Mechanism Activation in Language Agent Ziyang Huang Jun Zhao Kang-Jun Liu LLMAG AI4CE 68 0 0 01 Dec 2024
Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations? Yue Huang Zhengqing Yuan Yujun Zhou Kehan Guo Xiangqi Wang ... Weixiang Sun Lichao Sun Jindong Wang Yanfang Ye X. Zhang LLMAG 36 10 0 30 Oct 2024
An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling Lixiu Wu Yuanrong Tang Qisen Pan Xianyang Zhan Yucheng Han Mingyang You Lanxi Xiao Tianhong Wang Chen Zhong Jiangtao Gong 28 0 0 29 Oct 2024
ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents X. Zhang Jiayu Lin L. Sun Weihong Qi Yihang Yang ... Siming Chen Jiebo Luo Xuanjing Huang Shiping Tang Zhongyu Wei LLMAG 30 3 0 28 Oct 2024
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data Wenkai Li Jiarui Liu Andy Liu Xuhui Zhou Mona Diab Maarten Sap 44 5 0 21 Oct 2024
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents Ke Yang Yao Liu Sapana Chaudhary Rasool Fakoor Pratik Chaudhari George Karypis Huzefa Rangwala LLMAG LM&Ro 23 16 0 17 Oct 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Yanwei Yue Xiangguo Sun Guancheng Wan Miao Yu Junfeng Fang Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 43 5 0 15 Oct 2024
StreetSurfGS: Scalable Urban Street Surface Reconstruction with Planar-based Gaussian Splatting Xiao Cui Weicai Ye Yifan Wang Guofeng Zhang Wengang Zhou Houqiang Li 3DGS 20 4 0 06 Oct 2024
Large Language Models can Achieve Social Balance Pedro Cisneros-Velarde 31 1 0 05 Oct 2024
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems Guibin Zhang Yanwei Yue Zhixun Li Sukwon Yun Guancheng Wan Kun Wang Dawei Cheng Jeffrey Xu Yu Tianlong Chen 32 3 0 03 Oct 2024
A Survey on Complex Tasks for Goal-Directed Interactive Agents Mareike Hartmann Alexander Koller LM&Ro LLMAG 32 0 0 27 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Benji Peng ... Jinlang Wang Sen Zhang X. Pan Jiawei Xu Pohsun Feng OffRL 34 2 0 17 Sep 2024
A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction Jiahui Gong Jingtao Ding Fanjin Meng Guilong Chen Hong Chen Shen Zhao Haisheng Lu Yong Li MU 24 1 0 19 Aug 2024
Multilingual Trolley Problems for Language Models Zhijing Jin Sydney Levine Max Kleiman-Weiner Giorgio Piatti Jiarui Liu ... András Strausz Mrinmaya Sachan Rada Mihalcea Yejin Choi Bernhard Schölkopf LRM 30 0 0 02 Jul 2024
ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models Yuanyi Ren Haoran Ye Hanjun Fang Xin Zhang Guojie Song LLMAG ELM 24 3 0 06 Jun 2024
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models Hongyang Yang Boyu Zhang Neng Wang Cheng Guo Xiaoli Zhang ... Junlin Wang Tianyu Zhou Mao Guan Runjia Zhang Chris Wang AIFin AI4CE 43 5 1 23 May 2024
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation Jingnan Zheng Han Wang An Zhang Tai D. Nguyen Jun Sun Tat-Seng Chua LLMAG 24 13 0 23 May 2024
Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents Giorgio Piatti Zhijing Jin Max Kleiman-Weiner Bernhard Schölkopf Mrinmaya Sachan Rada Mihalcea LLMAG 30 12 0 25 Apr 2024
Exploring Autonomous Agents through the Lens of Large Language Models: A Review Saikat Barua LM&MA LLMAG 20 14 0 05 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 60 49 0 02 Apr 2024
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models Yadong Zhang Shaoguang Mao Tao Ge Xun Wang Adrian de Wynter Yan Xia Wenshan Wu Ting Song Man Lan Furu Wei LRM 75 48 0 01 Apr 2024
Levels of AI Agents: from Rules to Large Language Models Yu Huang AI4CE ELM LM&Ro 30 2 0 06 Mar 2024
Identify Critical Nodes in Complex Network with Large Language Models Jinzhu Mao Dongyun Zou Li Sheng Siyi Liu Chen Gao Yue Wang Yong Li 34 3 0 01 Mar 2024
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation Jiawei Wang Renhe Jiang Chuang Yang Zengqing Wu Makoto Onizuka Ryosuke Shibasaki Noboru Koshizuka Chuan Xiao LLMAG 26 28 0 22 Feb 2024
Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents Zengqing Wu Run Peng Shuyuan Zheng Qianying Liu Xu Han Brian Inhyuk Kwon Makoto Onizuka Shaojie Tang Chuan Xiao 25 10 0 19 Feb 2024