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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 151–200 of 201 papers

TitleStatusHype
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control—0
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization—0
Effects of Smart Traffic Signal Control on Air Quality—0
Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study—0
Learning to Route via Theory-Guided Residual Network—0
A probabilistic model for missing traffic volume reconstruction based on data fusion—0
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference—0
Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems—0
CVLight: Decentralized Learning for Adaptive Traffic Signal Control with Connected Vehicles—0
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning—0
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control—0
Bayesian Meta-reinforcement Learning for Traffic Signal Control—0
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning—0
Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations—0
Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based ControlCode0
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner—0
Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control—0
A Simple Traffic Signal Control Using Queue Length InformationCode0
Batch-Augmented Multi-Agent Reinforcement Learning for Efficient Traffic Signal Optimization—0
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey—0
Quantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control—0
Multi-agent Reinforcement Learning for Networked System ControlCode0
Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control—0
Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control—0
Learning an Interpretable Traffic Signal Control PolicyCode0
Deep Reinforcement Learning for Adaptive Traffic Signal Control—0
Partially Detected Intelligent Traffic Signal Control: Environmental Adaptation—0
Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning—0
An Open-Source Framework for Adaptive Traffic Signal ControlCode0
Large-Scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning—0
Large-scale traffic signal control using machine learning: some traffic flow considerations—0
Connected Vehicle Supported Adaptive Traffic Control for Near-congested Condition in a Mixed Traffic Stream—0
Traffic signal control optimization under severe incident conditions using Genetic Algorithm—0
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic ScenarioCode0
Learning Phase Competition for Traffic Signal ControlCode0
Diagnosing Reinforcement Learning for Traffic Signal Control—0
Reinforcement Learning in Non-Stationary Environments—0
Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor FailuresCode0
A Survey on Traffic Signal Control Methods—0
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal ControlCode0
A Genetic Programming System with an Epigenetic Mechanism for Traffic Signal Control—0
Coping with Large Traffic Volumes in Schedule-Driven Traffic Signal Control—0
TuSeRACT: Turn-Sample-Based Real-Time Traffic Signal Control—0
Traffic Density Estimation using a Convolutional Neural Network—0
Using Reinforcement Learning with Partial Vehicle Detection for Intelligent Traffic Signal Control—0
Using a Deep Reinforcement Learning Agent for Traffic Signal Control—0
Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control—0
Real-Time Traffic Signal Control for Modern Roundabouts by Using Particle Swarm Optimization-Based Fuzzy Controller—0
Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs—0
Actor-Critic Algorithms for Risk-Sensitive MDPs—0
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