Two-layer coordinated reinforcement learning for traffic signal control in traffic network

Fuyue Ren; Wei Dong; Xiaodong Zhao; Fan Zhang; Yaguang Kong; Qiang Yang

doi:10.1016/j.eswa.2023.121111

ScienceGate Book Chapters

JOURNAL ARTICLE

Two-layer coordinated reinforcement learning for traffic signal control in traffic network

Fuyue Ren Wei Dong Xiaodong Zhao Fan Zhang Yaguang Kong Qiang Yang

Year: 2023 Journal: Expert Systems with Applications Vol: 235 Pages: 121111-121111 Publisher: Elsevier BV

DOI: 10.1016/j.eswa.2023.121111

Get Full-Text PDF Get Analytical Report

Keywords:

Intersection (aeronautics) Reinforcement learning Computer science Queue SIGNAL (programming language) Control (management) State (computer science) Real-time computing Artificial intelligence Computer network Transport engineering Algorithm Engineering

Metrics

Cited By

5.72

FWCI (Field Weighted Citation Impact)

Refs

0.95

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Traffic control and management

Physical Sciences → Engineering → Control and Systems Engineering

Transportation Planning and Optimization

Social Sciences → Social Sciences → Transportation

Vehicle emissions and performance

Physical Sciences → Engineering → Automotive Engineering

Two-layer coordinated reinforcement learning for traffic signal control in traffic network

Metrics

Citation History

Topics

Related Documents

Multi-Objective Traffic Signal Control Using Network-Wide Agent Coordinated Reinforcement Learning

Multi-Objective Traffic Signal Control Using Network-Wide Agent Coordinated Reinforcement Learning

Coordinated Traffic-Signal Control of Wide Area Network via Hierarchical Reinforcement Learning

Reinforcement Learning in Urban Network Traffic-signal Control

Adaptive traffic signal control using deep reinforcement learning for network traffic incidents