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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
Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers—0
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control—0
MoveLight: Enhancing Traffic Signal Control through Movement-Centric Deep Reinforcement Learning—0
MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control—0
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control—0
Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning—0
Multi-agent Reinforcement Learning for Networked System Control—0
Multi-hop Upstream Anticipatory Traffic Signal Control with Deep Reinforcement Learning—0
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning—0
OCC-MP: A Max-Pressure framework to prioritize transit and high occupancy vehicles—0
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control—0
Offline Reinforcement Learning for Road Traffic Control—0
Optimizing Traffic Signal Control using High-Dimensional State Representation and Efficient Deep Reinforcement Learning—0
Partially Detected Intelligent Traffic Signal Control: Environmental Adaptation—0
Perimeter Control with Heterogeneous Metering Rates for Cordon Signals: A Physics-Regularized Multi-Agent Reinforcement Learning Approach—0
Phase Re-service in Reinforcement Learning Traffic Signal Control—0
Privacy-Preserving Adaptive Traffic Signal Control in a Connected Vehicle Environment—0
Quantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control—0
Random Ensemble Reinforcement Learning for Traffic Signal Control—0
Real-Time Network-Level Traffic Signal Control: An Explicit Multiagent Coordination Method—0
Real-Time Traffic Signal Control for Modern Roundabouts by Using Particle Swarm Optimization-Based Fuzzy Controller—0
Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems—0
Reinforcement learning for traffic signal control in hybrid action space—0
Reinforcement Learning in Non-Stationary Environments—0
Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study—0
Learning Phase Competition for Traffic Signal ControlCode0
Learning an Interpretable Traffic Signal Control PolicyCode0
Reinforcement Learning Approaches for Traffic Signal Control under Missing DataCode0
Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor FailuresCode0
SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring CamerasCode0
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal ControlCode0
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control AgentsCode0
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal ControlCode0
Feedback-feedforward Signal Control with Exogenous Demand Estimation in Congested Urban Road NetworksCode0
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical SystemsCode0
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal ControlCode0
Learning to Stabilize Online Reinforcement Learning in Unbounded State SpacesCode0
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based ControlCode0
DQN Control Solution for KDD Cup 2021 City Brain ChallengeCode0
Modeling Network-level Traffic Flow Transitions on Sparse DataCode0
A Simple Traffic Signal Control Using Queue Length InformationCode0
Back to Basics: Deep Reinforcement Learning in Traffic Signal ControlCode0
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal ControlCode0
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal ControlCode0
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal ControlCode0
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense FeedbackCode0
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal ControlCode0
An Open-Source Framework for Adaptive Traffic Signal ControlCode0
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic ScenarioCode0
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