Diagnosing Reinforcement Learning for Traffic Signal Control

Diagnosing Reinforcement Learning for Traffic Signal Control

12 May 2019

Vikash V. Gayah

Papers citing "Diagnosing Reinforcement Learning for Traffic Signal Control"

11 / 11 papers shown

Title
Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction Cheng Ruei Tang J. Hsieh Shin-You Teng 16 0 0 16 Jun 2023
LibSignal: An Open Library for Traffic Signal Control Hao Mei Xiaoliang Lei Longchao Da Bin Shi Hua Wei AI4TS 24 18 0 19 Nov 2022
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 32 8 0 23 Jun 2022
DynLight: Realize dynamic phase duration with multi-level traffic signal control Li Zhang Shubin Xie J. Deng 35 0 0 07 Apr 2022
Learning to Help Emergency Vehicles Arrive Faster: A Cooperative Vehicle-Road Scheduling Approach Lige Ding Dong Zhao Zhaofengnian Wang Guangping Wang Chang Tan Lei Fan Huadong Ma 8 12 0 20 Feb 2022
Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control Optimization Liang Zhang Qiang Wu J. Deng 16 7 0 30 Dec 2021
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control Xingshuai Huang Di Wu M. Jenkin Benoit Boulet 13 15 0 15 Nov 2021
Back to Basics: Deep Reinforcement Learning in Traffic Signal Control Sierk Kanis Laurens Samson D. Bloembergen Tim Bakker 35 4 0 15 Sep 2021
Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem Chengwei Zhang Shan Jin Wanli Xue Xiaofei Xie Shengyong Chen Rong Chen 29 24 0 22 Apr 2021
A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers G. Varela Pedro P. Santos Alberto Sardinha Francisco S. Melo 16 2 0 24 Jan 2021
A Survey on Traffic Signal Control Methods Hua Wei Guanjie Zheng Vikash V. Gayah Z. Li 19 233 0 17 Apr 2019