LLM-Assisted Light: Leveraging Large Language Model Capabilities for
Human-Mimetic Traffic Signal Control in Complex Urban Environments

LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments

13 March 2024

Chung Shue Chen

Papers citing "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments"

14 / 14 papers shown

Title
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu C. Huang 73 0 0 02 Apr 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
Visual Reasoning at Urban Intersections: FineTuning GPT-4o for Traffic Conflict Detection Sari Masri Huthaifa I. Ashqar Mohammed Elhenawy 53 0 0 27 Feb 2025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions Doaa Mahmud Hadeel Hajmohamed Shamma Almentheri Shamma Alqaydi Lameya Aldhaheri R. A. Khalil Nasir Saeed AI4TS 38 4 0 08 Jan 2025
Large Language Model-based Decision-making for COLREGs and the Control of Autonomous Surface Vehicles Klinsmann Agyei Pouria Sarhadi W. Naeem 70 0 0 25 Nov 2024
Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm Sari Masri Huthaifa I. Ashqar Mohammed Elhenawy LRM 32 6 0 16 Nov 2024
Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies Jiajie Yu Yuhong Wang Wei Ma OffRL 34 1 0 14 Oct 2024
iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement Aoyu Pang Maonan Wang Man-On Pun Chung Shue Chen Xi Xiong 38 8 0 08 Jul 2024
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 32 8 0 05 Jul 2024
Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language Jan Kaiser Annika Eichler Anne Lauscher LM&MA 40 4 0 14 May 2024
LLM4Drive: A Survey of Large Language Models for Autonomous Driving Zhenjie Yang Xiaosong Jia Hongyang Li Junchi Yan ELM 24 92 0 02 Nov 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 229 2,413 0 06 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 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