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"

22 / 72 papers shown

Title
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation Xianghe Pang Shuo Tang Rui Ye Yuxin Xiong Bolun Zhang Yanfeng Wang Siheng Chen 111 27 0 08 Feb 2024
Can Large Language Model Agents Simulate Human Trust Behaviors? Chengxing Xie Canyu Chen Feiran Jia Ziyu Ye Kai Shu Adel Bibi Ziniu Hu Philip H. S. Torr Bernard Ghanem G. Li LM&Ro LLMAG 74 51 0 07 Feb 2024
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent Weijie Xu Zicheng Huang Wenxiang Hu Xi Fang Rajesh Kumar Cherukuri Naumaan Nayyar Lorenzo Malandri Srinivasan H. Sengamedu 11 5 0 01 Feb 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 11 4 0 16 Jan 2024
LLM-SAP: Large Language Models Situational Awareness Based Planning Liman Wang Hanyang Zhong LLMAG 20 2 0 26 Dec 2023
Jellyfish: A Large Language Model for Data Preprocessing Haochen Zhang Yuyang Dong Chuan Xiao M. Oyamada 16 26 0 04 Dec 2023
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars Wenyue Hua Lizhou Fan Lingyao Li Kai Mei Jianchao Ji Yingqiang Ge Libby Hemphill Yongfeng Zhang LM&Ro LLMAG 122 87 0 28 Nov 2023
Stance Detection with Collaborative Role-Infused LLM-Based Agents Xiaochong Lan Chen Gao Depeng Jin Yong Li 17 13 0 16 Oct 2023
EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities Nian Li Chen Gao Mingyu Li Yong Li Qingmin Liao LLMAG AI4CE 20 61 0 16 Oct 2023
Plan, Eliminate, and Track -- Language Models are Good Teachers for Embodied Agents Yu-Chih Chen So Yeon Min Chase Davis Ruslan Salakhutdinov A. Azaria Yuan-Fang Li Tom Michael Mitchell A. Bovik LM&Ro LLMAG 70 26 0 03 May 2023
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 101 115 0 11 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 209 1,701 0 07 Apr 2023
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Ying Sheng Lianmin Zheng Binhang Yuan Zhuohan Li Max Ryabinin ... Joseph E. Gonzalez Percy Liang Christopher Ré Ion Stoica Ce Zhang 138 365 0 13 Mar 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 240 1,070 0 05 Oct 2022
Open-vocabulary Queryable Scene Representations for Real World Planning Boyuan Chen F. Xia Brian Ichter Kanishka Rao K. Gopalakrishnan Michael S. Ryoo Austin Stone Daniel Kappler LM&Ro 144 179 0 20 Sep 2022
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action Dhruv Shah B. Osinski Brian Ichter Sergey Levine LM&Ro 136 430 0 10 Jul 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 236 435 0 21 Jun 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 178 907 0 02 Mar 2020
Segregation Dynamics with Reinforcement Learning and Agent Based Modeling Egemen Sert Y. Bar-Yam A. Morales 13 39 0 18 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014