Deep Reinforcement Learning for Traffic Light Control in Vehicular
Networks

Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks

29 March 2018

Papers citing "Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks"

18 / 18 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 51 1 0 28 Jan 2025
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles Ruoqi Wen Jiahao Huang Rongpeng Li Guoru Ding Zhifeng Zhao 37 1 0 21 Dec 2023
UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control Maonan Wang Xi Xiong Yuheng Kan Chengcheng Xu Man-On Pun 14 9 0 08 Dec 2023
Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control Xianyue Peng Hang Gao Hao Wang H. M. Zhang H. Michael Zhang 40 1 0 17 Oct 2023
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems Xiao-Yang Liu Ming Zhu S. Borst A. Elwalid 38 8 0 04 Feb 2023
Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach Yuli Zhang Shangbo Wang Ruiyuan Jiang 16 4 0 02 Jan 2023
Analysis of Anomalous Behavior in Network Systems Using Deep Reinforcement Learning with CNN Architecture Mohammad Hossein Modirrousta Parisa Forghani M. A. Shoorehdeli 30 0 0 29 Nov 2022
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal Control Wenlu Du J. Ye Jingyi Gu Jing Li Hua Wei Gui-Liu Wang 25 29 0 20 Nov 2022
DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System M. Modirrousta M. A. Shoorehdeli M. Yari A. Ghahremani 16 2 0 12 Oct 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 L. Zhang Shubin Xie J. Deng 32 0 0 07 Apr 2022
Standardized feature extraction from pairwise conflicts applied to the train rescheduling problem Anikó Kopacz Ágnes Mester Sándor Kolumbán Lehel Csató 8 0 0 06 Apr 2022
Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey Amjad Yousef Majid Serge Saaybi Tomas van Rietbergen Vincent François-Lavet R. V. Prasad Chris Verhoeven OffRL 57 54 0 28 Sep 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
Tracking Control foe Multi-Agent Systems Using Broadcast Signals Based on Positive Realness Y. Amano Tomohiko Jimbo K. Fujimoto 19 4 0 14 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
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control Afshin Oroojlooy M. Nazari Davood Hajinezhad Jorge Silva 16 84 0 12 Oct 2020
Diagnosing Reinforcement Learning for Traffic Signal Control Guanjie Zheng Xinshi Zang Nan Xu Hua Wei Zhengyao Yu Vikash V. Gayah Kai Xu Z. Li 21 89 0 12 May 2019