Intelligent Traffic Light Control Using Distributed Multi-agent Q Learning

29 November 2017

Papers citing "Intelligent Traffic Light Control Using Distributed Multi-agent Q Learning"

11 / 11 papers shown

Title
Smart Traffic Signals: Comparing MARL and Fixed-Time Strategies Saahil Mahato 33 0 0 20 May 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 121 1 0 28 Jan 2025
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 35 3 0 15 Jun 2023
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems Xiao-Yang Liu Ming Zhu S. Borst A. Elwalid 142 10 0 04 Feb 2023
The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality Rex Chen Fei Fang Norman M. Sadeh 85 9 0 23 Jun 2022
Directionality Reinforcement Learning to Operate Multi-Agent System without Communication Fumito Uwano K. Takadama 43 0 0 12 Oct 2021
Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems Alvaro Cabrejas Egea Raymond Zhang N. Walton 74 11 0 21 Apr 2021
A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers G. Varela Pedro P. Santos Alberto Sardinha Francisco S. Melo 31 2 0 24 Jan 2021
Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations Alvaro Cabrejas Egea C. Connaughton 34 5 0 17 Oct 2020
Compositionality of Linearly Solvable Optimal Control in Networked Multi-Agent Systems Lin Song Neng Wan Aditya Gahlawat N. Hovakimyan Evangelos A. Theodorou 24 3 0 28 Sep 2020
Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization Zhi Zhang Jiachen Yang H. Zha 54 43 0 23 Sep 2019