An Information Fusion Approach to Intelligent Traffic Signal Control Using the Joint Methods of Multiagent Reinforcement Learning and Artificial Intelligence of Things

Multi-Objective Optimization for Resource Allocation in Vehicular Cloud Computing Networks

(2021) Wenting Wei et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Traffic Volume Prediction Based on Multi-Sources GPS Trajectory Data by Temporal Convolutional Network

(2020) Li Kuang et al.   MOBILE NETWORKS & APPLICATIONS

Offloading decision methods for multiple users with structured tasks in edge computing for smart cities

(2020) Li Kuang et al.   Future Generation Computer Systems-The International Journal of eScience

Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks

(2020) Tong Wu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications

(2020) Thanh Thi Nguyen et al.   IEEE Transactions on Cybernetics

An Edge Traffic Flow Detection Scheme Based on Deep Learning in an Intelligent Transportation System

(2020) Chen Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Traffic Flow Prediction Based on Deep Learning in Internet of Vehicles

(2020) Chen Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

V2VR: Reliable Hybrid-Network-Oriented V2V Data Transmission and Routing Considering RSUs and Connectivity Probability

(2020) Honghao Gao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Deep Reinforcement Learning Network for Traffic Light Cycle Control

(2019) Xiaoyuan Liang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

ViLDAR—Visible Light Sensing-Based Speed Estimation Using Vehicle Headlamps

(2019) Hisham Abuella et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control

(2019) Tianshu Chu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Deep CNN-Based Real-Time Traffic Light Detector for Self-Driving Vehicles

(2019) Zhenchao Ouyang et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Cooperative Deep Reinforcement Learning for Large-Scale Traffic Grid Signal Control

(2019) Tian Tan et al.   IEEE Transactions on Cybernetics

Hierarchical multi-agent control of traffic lights based on collective learning

(2018) Junchen Jin et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A2CPS: A Vehicle-Centric Safety Conceptual Framework for Autonomous Transport Systems

(2018) Jamil K. Naufal et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automated Quantitative Verification for Service-Based System Design: A Visualization Transform Tool Perspective

(2018) Honghao Gao et al.   INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

Accelerated Evaluation of Automated Vehicles Safety in Lane-Change Scenarios Based on Importance Sampling Techniques

(2017) Ding Zhao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Traffic light control using deep policy-gradient and value-function-based reinforcement learning

(2017) Seyed Sajad Mousavi et al.   IET Intelligent Transport Systems

Multi-agent immune networks to control interrupted flow at signalized intersections

(2017) Saber Darmoul et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Adaptive traffic signal control with actor-critic methods in a real-world traffic network with different traffic disruption events

(2017) Mohammad Aslani et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A Q-Learning Approach to Flocking With UAVs in a Stochastic Environment

(2017) Shao-Ming Hung et al.   IEEE Transactions on Cybernetics

Emergency Traffic-Light Control System Design for Intersections Subject to Accidents

(2016) Liang Qi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Reinforcement learning-based asymptotic cooperative tracking of a class multi-agent dynamic systems using neural networks

(2016) Lili Cui et al.   NEUROCOMPUTING

Discovering Phase Timing Information of Traffic Light Systems by Stop-Go Shockwaves

(2015) Yi-Ta Chuang et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Multiagent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC): Methodology and Large-Scale Application on Downtown Toronto

(2013) Samah El-Tantawy et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Adaptive Traffic Signal Control With Vehicular Ad hoc Networks

(2013) Kartik Pandit et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Design of Reinforcement Learning Parameters for Seamless Application of Adaptive Traffic Signal Control

(2013) Samah El-Tantawy et al.   Journal of Intelligent Transportation Systems

Traffic control and intelligent vehicle highway systems: a survey

(2011) L.D. Baskar et al.   IET Intelligent Transport Systems

Reinforcement Learning With Function Approximation for Traffic Signal Control

(2010) Prashanth LA et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Two-Stage Fuzzy Logic Controller for Signalized Intersection

(2010) Jian Qiao et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS