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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

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Papers

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Showing 151–175 of 201 papers

TitleStatusHype
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference—0
Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control ProblemCode1
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
Towards Real-World Deployment of Reinforcement Learning for Traffic Signal ControlCode1
MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal ControlCode1
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
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal ControlCode1
Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal ControlCode1
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
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