CoLight: Learning Network-level Cooperation for Traffic Signal Control

11 May 2019

Papers citing "CoLight: Learning Network-level Cooperation for Traffic Signal Control"

50 / 110 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 Chenyu Huang 85 0 0 02 Apr 2025
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control Anirudh Satheesh Keenan Powell 50 0 0 30 Mar 2025
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal Control Yuxuan Wang Meng Long Qiang Wu Wen Liu Jiatian Pi Xiaoyu Yang 58 0 0 18 Mar 2025
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control Yifeng Zhang Yilin Liu Ping Gong Peizhuo Li Mingfeng Fan Guillaume Sartoretti 51 0 0 14 Mar 2025
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control Zirui Yuan Siqi Lai Hao Liu 46 0 0 14 Mar 2025
Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse Yihong Li Chengwei Zhang Furui Zhan Wanting Liu Kailing Zhou Longji Zheng 55 0 0 11 Mar 2025
FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control Yutong Ye Yingbo Zhou Zhusen Liu Xiao Du Hao Zhou Xiang Lian Mingsong Chen 70 0 0 17 Feb 2025
FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities Mingyuan Li Jiahao Wang Bo Du Jun Shen Qiang Wu 59 1 0 28 Jan 2025
AMM: Adaptive Modularized Reinforcement Model for Multi-city Traffic Signal Control Zherui Huang Yicheng Liu Chumeng Liang Guanjie Zheng 35 0 0 07 Jan 2025
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network J. Schmidt Frank Dreyer Sayed Abid Hashimi Sebastian Stober 79 0 0 12 Dec 2024
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control Rohit Bokade Xiaoning Jin OffRL 39 0 0 10 Nov 2024
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data Hanyang Chen Yang Jiang Shengnan Guo Xiaowei Mao Youfang Lin Huaiyu Wan 52 1 0 30 Oct 2024
MARLens: Understanding Multi-agent Reinforcement Learning for Traffic Signal Control via Visual Analytics Yutian Zhang Guohong Zheng Zhiyuan Liu Quan Li Haipeng Zeng 45 2 0 02 Oct 2024
MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions Qinchen Yang Zejun Xie Hua Wei Desheng Zhang Yu Yang 30 1 0 19 Aug 2024
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems Zhuohui Zhang Bin He Bin Cheng Gang Li 40 1 0 14 Aug 2024
An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems Taeyoung Yun Kanghoon Lee Sujin Yun Ilmyung Kim Won-Woo Jung Min-Cheol Kwon Kyujin Choi Yoohyeon Lee Jinkyoo Park 33 0 0 14 Aug 2024
MoveLight: Enhancing Traffic Signal Control through Movement-Centric Deep Reinforcement Learning Junqi Shao Chenhao Zheng Yuxuan Chen Yucheng Huang Rui Zhang 16 0 0 24 Jul 2024
From Single Agent to Multi-Agent: Improving Traffic Signal Control Maksim Tislenko Dmitrii Kisilev 41 0 0 19 Jun 2024
A GPU-accelerated Large-scale Simulator for Transportation System Optimization Benchmarking Jun Zhang Wenxuan Ao Junbo Yan Depeng Jin Yong Li 44 1 0 15 Jun 2024
CityLight: A Universal Model for Coordinated Traffic Signal Control in City-scale Heterogeneous Intersections Jinwei Zeng Chao Yu Xinyi Yang Wenxuan Ao Qianyue Hao Jian Yuan Yong Li Yu Wang Huazhong Yang 46 0 0 04 Jun 2024
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control Jingqing Ruan Ziyue Li Hua Wei Haoyuan Jiang Jiaming Lu Xuantang Xiong Hangyu Mao Rui Zhao 29 6 0 27 May 2024
Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning Zhihao Liu Xianliang Yang Zichuan Liu Yifan Xia Wei Jiang Yuanyu Zhang Lijuan Li Guoliang Fan Lei Song Bian Jiang LLMAG 33 1 0 27 May 2024
MOSS: A Large-scale Open Microscopic Traffic Simulation System Jun Zhang Wenxuan Ao Junbo Yan Can Rong Depeng Jin Wei Wu Yong Li 42 7 0 21 May 2024
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner Haoyuan Jiang Ziyue Li Hua Wei Xuantang Xiong Jingqing Ruan Jiaming Lu Hangyu Mao Rui Zhao 33 8 0 18 Apr 2024
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal Hypergraphs Kang Wang Zhishu Shen Zhen Lei Tiehua Zhang 60 1 0 17 Apr 2024
ROMA-iQSS: An Objective Alignment Approach via State-Based Value Learning and ROund-Robin Multi-Agent Scheduling Chi-Hui Lin Joewie J. Koh Alessandro Roncone Lijun Chen 34 0 0 05 Apr 2024
MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control Liwen Zhu Peixi Peng Zongqing Lu Yonghong Tian 21 2 0 01 Apr 2024
Learning Traffic Signal Control via Genetic Programming Xiao-Cheng Liao Yi Mei Mengjie Zhang 40 6 0 26 Mar 2024
CycLight: learning traffic signal cooperation with a cycle-level strategy Gengyue Han Xiaohan Liu Xianyue Peng Hao Wang Yu Han 14 6 0 16 Jan 2024
Open-TI: Open Traffic Intelligence with Augmented Language Model Longchao Da Kuanru Liou Tiejin Chen Xuesong Zhou Xiangyong Luo Yezhou Yang Hua Wei 49 22 0 30 Dec 2023
LLMLight: Large Language Models as Traffic Signal Control Agents Siqi Lai Zhao Xu Weijiao Zhang Hao Liu Hui Xiong LLMAG 34 7 0 26 Dec 2023
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge Jiaming Lu Jingqing Ruan Haoyuan Jiang Ziyue Li Hangyu Mao Rui Zhao 43 12 0 22 Dec 2023
Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment Fengli Xu Jun Zhang Chen Gao J. Feng Yong Li AI4CE LLMAG 26 29 0 19 Dec 2023
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects Min Hua Dong Chen Xinda Qi Kun Jiang Z. Liu Quan Zhou Hongming Xu 28 10 0 18 Dec 2023
Kindness in Multi-Agent Reinforcement Learning Farinaz Alamiyan Harandi Mersad Hassanjani Pouria Ramazi 29 0 0 06 Nov 2023
"A Nova Eletricidade: Aplicações, Riscos e Tendências da IA Moderna -- "The New Electricity": Applications, Risks, and Trends in Current AI A. Bazzan Anderson R. Tavares André G. Pereira C. R. Jung Jacob Scharcanski J. Carbonera Luís C. Lamb Mariana Recamonde Mendoza T. L. T. D. Silveira V. P. Moreira 45 0 0 08 Oct 2023
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control Rohit Bokade Xiaoning Jin Chris Amato 38 10 0 03 Oct 2023
Deep Reinforcement Learning for the Joint Control of Traffic Light Signaling and Vehicle Speed Advice Johannes V. S. Busch Robert Voelckner Peter Sossalla Christian L. Vielhaus Roberto Calandra F. Fitzek 27 0 0 18 Sep 2023
Traffic Light Control with Reinforcement Learning Tao Pan 30 2 0 28 Aug 2023
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning Longchao Da Mingchen Gao Hao Mei Hua Wei LLMAG 36 22 0 28 Aug 2023
DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning Canzhe Zhao Yanjie Ze Jing Dong Baoxiang Wang Shuai Li 27 2 0 19 Aug 2023
Uncertainty-aware Grounded Action Transformation towards Sim-to-Real Transfer for Traffic Signal Control Longchao Da Hao Mei Romir Sharma Hua Wei 39 2 0 23 Jul 2023
Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction Cheng Ruei Tang J. Hsieh Shin-You Teng 18 0 0 16 Jun 2023
Real-Time Network-Level Traffic Signal Control: An Explicit Multiagent Coordination Method Wanyuan Wang Tianchi Qiao Jinming Ma Jiahui Jin Zhibin Li Weiwei Wu Yichuan Jiang 25 3 0 15 Jun 2023
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback Junfan Lin Yuying Zhu Lingbo Liu Yang Liu Guanbin Li Liang Lin 32 11 0 13 Jun 2023
Improving the generalizability and robustness of large-scale traffic signal control Tianyu Shi François-Xavier Devailly Denis Larocque Laurent Charlin OOD OffRL 29 9 0 02 Jun 2023
Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas Yun Hua Shang Gao Wenhao Li Bo Jin Xiangfeng Wang H. Zha 24 3 0 10 May 2023
Reinforcement Learning Approaches for Traffic Signal Control under Missing Data Hao Mei Junxian Li Bin Shi Hua Wei 32 9 0 21 Apr 2023
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control Harsh Goel Yifeng Zhang Mehul Damani Guillaume Sartoretti 33 6 0 20 Apr 2023
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control Dimitris M. Vlachogiannis Hua Wei S. Moura Jane Macfarlane 39 7 0 05 Apr 2023