Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation

22 February 2024

Makoto Onizuka

Chuan Xiao

Papers citing "Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation"

22 / 22 papers shown

Title
Large language model as user daily behavior data generator: balancing population diversity and individual personality Haoxin Li Jingtao Ding Jiahui Gong Yong Li SyDa 85 0 0 23 May 2025
SOCIA: An End-to-End Agentic Framework for Automated Cyber-Physical-Social Simulator Generation Yuncheng Hua Ji Miao Mehdi Jafari Jianxiang Xie Hao Xue Flora D. Salim 91 0 0 17 May 2025
Reimagining Urban Science: Scaling Causal Inference with Large Language Models Yutong Xia Ao Qu Yunhan Zheng Yihong Tang Dingyi Zhuang ... Cathy Wu Roger Zimmermann Lijun Sun Roger Zimmermann Jinhua Zhao AI4CE 329 1 0 15 Apr 2025
Using LLMs for Analyzing AIS Data Gaspard Mertends Gilles Dejaegere Mahmoud Sakr 131 0 0 10 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 188 0 0 02 Apr 2025
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models Liangbo Ning Ziran Liang Zhuohang Jiang Haohao Qu Yujuan Ding ... Xiao Wei Shanru Lin Hui Liu Philip S. Yu Qing Li LLMAG LM&Ro 140 9 0 30 Mar 2025
Planning, Living and Judging: A Multi-agent LLM-based Framework for Cyclical Urban Planning Hang Ni Yuzhi Wang Hao Liu 116 3 0 31 Dec 2024
Simulating Human-like Daily Activities with Desire-driven Autonomy Yiding Wang Yuxuan Chen Fangwei Zhong Long Ma Yizhou Wang 147 2 0 09 Dec 2024
Taming the Long Tail in Human Mobility Prediction Xiaohang Xu Renhe Jiang Chuang Yang Z. Fan Kaoru Sezaki 115 3 0 19 Oct 2024
Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies Jiajie Yu Yuhong Wang Wei Ma OffRL 119 2 0 14 Oct 2024
Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach Tong Nie Junlin He Yuewen Mei Guoyang Qin Guilong Li Jian Sun Wei Ma 84 4 0 30 Aug 2024
Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations Zengqing Wu Run Peng Xu Han Shuyuan Zheng Yixin Zhang Chuan Xiao LLMAG LM&Ro AI4CE 28 10 0 10 Nov 2023
Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation Xiaohang Xu Toyotaro Suzumura Jiawei Yong Masatoshi Hanai Chuang Yang H. Kanezashi Renhe Jiang Shintaro Fukushima 53 15 0 02 Oct 2023
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 110 930 0 14 Sep 2023
"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion Xu Han Zengqing Wu Chuan Xiao 42 7 0 21 Aug 2023
Epidemic Modeling with Generative Agents Ross Williams Niyousha Hosseinichimeh A. Majumdar Navid Ghaffarzadegan LLMAG AI4CE 45 36 0 11 Jul 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 426 2,876 0 06 Oct 2022
Out of One, Many: Using Language Models to Simulate Human Samples Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler Christopher Rytting David Wingate SyDa 89 592 0 14 Sep 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 814 9,387 0 28 Jan 2022
STAN: Spatio-Temporal Attention Network for Next Location Recommendation Yingtao Luo Qiang Liu Zhaocheng Liu HAI AI4TS 60 298 0 08 Feb 2021
TrajGAIL: Generating Urban Vehicle Trajectories using Generative Adversarial Imitation Learning Seongjin Choi Jiwon Kim H. Yeo GAN 33 129 0 28 Jul 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 366 18,752 0 13 Feb 2020