SOTAVerified

Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 201 papers

TitleStatusHype
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control—0
A Computationally Efficient Bi-level Coordination Framework for CAVs at Unsignalized Intersections—0
Perimeter Control with Heterogeneous Metering Rates for Cordon Signals: A Physics-Regularized Multi-Agent Reinforcement Learning Approach—0
A Taxonomy of Adaptive Traffic Signal Control—0
Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning—0
Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction—0
Real-Time Network-Level Traffic Signal Control: An Explicit Multiagent Coordination Method—0
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense FeedbackCode0
A Novel Multi-Agent Deep RL Approach for Traffic Signal Control—0
Improving the generalizability and robustness of large-scale traffic signal control—0
Learning to Stabilize Online Reinforcement Learning in Unbounded State SpacesCode0
Privacy-Preserving Adaptive Traffic Signal Control in a Connected Vehicle Environment—0
Reinforcement Learning Approaches for Traffic Signal Control under Missing DataCode0
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control—0
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal ControlCode0
Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning—0
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems—0
Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach—0
A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control—0
Reinforcement learning for traffic signal control in hybrid action space—0
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal ControlCode0
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning—0
Connection-Based Scheduling for Real-Time Intersection Control—0
Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning—0
Modeling Network-level Traffic Flow Transitions on Sparse DataCode0
Scalable Model-based Policy Optimization for Decentralized Networked Systems—0
EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System—0
The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality—0
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking—0
Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control—0
Cooperative Reinforcement Learning on Traffic Signal Control—0
TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources—0
DynLight: Realize dynamic phase duration with multi-level traffic signal control—0
Random Ensemble Reinforcement Learning for Traffic Signal Control—0
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation—0
Learning to Help Emergency Vehicles Arrive Faster: A Cooperative Vehicle-Road Scheduling Approach—0
Intelligent Autonomous Intersection Management—0
Distributed Stochastic Model Predictive Control for an Urban Traffic Network—0
Offline Reinforcement Learning for Road Traffic Control—0
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control—0
Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles—0
A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles—0
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical SystemsCode0
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning—0
Intelligent Traffic Control System by Using Image Information—0
Back to Basics: Deep Reinforcement Learning in Traffic Signal ControlCode0
EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles—0
DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control—0
DQN Control Solution for KDD Cup 2021 City Brain ChallengeCode0
Show:102550
← PrevPage 3 of 5Next →

No leaderboard results yet.