Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making

v1v2 (latest)

Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making

19 May 2025

ArXiv (abs)PDF HTML

Papers citing "Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making"

18 / 18 papers shown

Title
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents Yihong Tang Kehai Chen Liang Yue Jinxin Fan Caishen Zhou ... Kaiyang Guo Xingshan Zeng Wenjing Cun L. Shang Min Zhang LLMAG 138 0 0 20 Oct 2025
BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction Tian Xia Tianrun Gao Wenhao Deng Long Wei Xiaowei Qian Yixian Jiang Chenglei Yu Tailin Wu 195 0 0 18 Oct 2025
LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions Xixun Lin Yucheng Ning Jingwen Zhang Yan Dong Y. Liu ... Bin Wang Yanan Cao Kai-xiang Chen Songlin Hu Li Guo LLMAG LRM 294 4 0 23 Sep 2025
LLM Agent for Fire Dynamics Simulations Leidong Xu Danyal Mohaddes Yi Wang AI4CE LLMAG 140 7 0 22 Dec 2024
Y Social: an LLM-powered Social Media Digital Twin Yaroslav Marchukov Massimo Stella Rémy Cazabet Katherine Abramski Erica Cau Salvatore Citraro Andrea Failla Riccardo Improta Virginia Morini Valentina Pansanella SyDa 322 25 0 01 Aug 2024
LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins Yuchen Xia Daniel Dittler N. Jazdi Haonan Chen M. Weyrich LM&Ro LLMAG 193 16 0 28 May 2024
Large Language Models for Explainable Decisions in Dynamic Digital Twins Nan Zhang Christian Vergara-Marcillo G. Diamantopoulos Jingran Shen Nikos Tziritas Rami Bahsoon Georgios Theodoropoulos 168 8 0 23 May 2024
LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities Ö. Gürcan 175 26 0 08 May 2024
Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements ElicitationJournal of Computing and Information Science in Engineering (JCISE), 2024 Mohammadmehdi Ataei Hyunmin Cheong Daniele Grandi Ye Wang Nigel Morris Alexander Tessier 176 26 0 04 Apr 2024
Scaling Instructable Agents Across Many Simulated Worlds Sima Team Maria Abi Raad Arun Ahuja Catarina Barros F. Besse ... Daan Wierstra Duncan Williams Nathaniel Wong Sarah York Nick Young LM&Ro 382 64 0 13 Mar 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Jinhao Tu Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 371 143 0 28 Feb 2024
From Text to Map: A System Dynamics Bot for Constructing Causal Loop Diagrams Niyousha Hosseinichimeh A. Majumdar Ross Williams Navid Ghaffarzadegan 141 15 0 17 Feb 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 557 441 0 22 Jan 2024
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 267 266 0 19 Dec 2023
Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning Zhiting Hu Tianmin Shu LLMAG LM&Ro LRM 302 47 0 08 Dec 2023
Towards autonomous system: flexible modular production system enhanced with large language model agentsIEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2023 Yuchen Xia Manthan Shenoy N. Jazdi M. Weyrich LLMAG AI4CE 317 85 0 28 Apr 2023
Generative Agents: Interactive Simulacra of Human BehaviorACM Symposium on User Interface Software and Technology (UIST), 2023 Cristina Mata Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Abigail Z. Jacobs Michael S. Bernstein LM&Ro AI4CE 791 2,884 0 07 Apr 2023
Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System Pingchuan Ma Rui Ding Shuai Wang Shi Han Dongmei Zhang 180 28 0 02 Apr 2023