A Survey on Traffic Signal Control Methods

A Survey on Traffic Signal Control Methods

17 April 2019

Vikash V. Gayah

Papers citing "A Survey on Traffic Signal Control Methods"

13 / 13 papers shown

Title
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 90 1 0 28 Jan 2025
Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization Zhi Zhang Jiachen Yang H. Zha 44 43 0 23 Sep 2019
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control Yanan Wang Tong Xu Xin Niu Chang Tan Enhong Chen Hui Xiong 42 8 0 28 Aug 2019
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario Huichu Zhang Siyuan Feng Chang-rui Liu Yaoyao Ding Yichen Zhu Zihan Zhou Weinan Zhang Yong Yu Haiming Jin Z. Li AI4TS AI4CE 39 280 0 13 May 2019
Learning Phase Competition for Traffic Signal Control Guanjie Zheng Yuanhao Xiong Xinshi Zang J. Feng Hua Wei Huichu Zhang Yong Li Kai Xu Z. Li 50 225 0 12 May 2019
Diagnosing Reinforcement Learning for Traffic Signal Control Guanjie Zheng Xinshi Zang Nan Xu Hua Wei Zhengyao Yu Vikash V. Gayah Kai Xu Z. Li 53 92 0 12 May 2019
CoLight: Learning Network-level Cooperation for Traffic Signal Control Hua Wei Nan Xu Huichu Zhang Guanjie Zheng Xinshi Zang Chacha Chen Weinan Zhang Yanmin Zhu Kai Xu Z. Li 59 358 0 11 May 2019
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control Tianshu Chu Jie Wang Lara Codecà Zhaojian Li 42 666 0 11 Mar 2019
Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning Seyed Sajad Mousavi Michael Schukat Enda Howley 52 307 0 28 Apr 2017
Deep Deterministic Policy Gradient for Urban Traffic Light Control Noe Casas 58 167 0 27 Mar 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 176 4,807 0 17 Mar 2017
Using a Deep Reinforcement Learning Agent for Traffic Signal Control Wade Genders S. Razavi 63 284 0 03 Nov 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 198 1,144 0 25 May 2016

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