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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 161–170 of 201 papers

TitleStatusHype
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 Control—0
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal ControlCode1
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