SOTAVerified

Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

Showing 5175 of 201 papers

TitleStatusHype
DreamerV3 for Traffic Signal Control: Hyperparameter Tuning and Performance0
Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control0
Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control0
FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control0
FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities0
AMM: Adaptive Modularized Reinforcement Model for Multi-city Traffic Signal Control0
Integrated Strategy for Urban Traffic Optimization: Prediction, Adaptive Signal Control, and Distributed Communication via Messaging0
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning0
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal ControlCode0
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control0
Artificial Intelligence in Traffic Systems0
Data-Driven Transfer Learning Framework for Estimating Turning Movement Counts0
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network0
Intersection-Aware Assessment of EMS Accessibility in NYC: A Data-Driven Approach0
A CAV-based perimeter-free regional traffic control strategy utilizing existing parking infrastructure0
Traffic Co-Simulation Framework Empowered by Infrastructure Camera Sensing and Reinforcement Learning0
Integrating Transit Signal Priority into Multi-Agent Reinforcement Learning based Traffic Signal Control0
Optimizing Traffic Signal Control using High-Dimensional State Representation and Efficient Deep Reinforcement Learning0
Multi-hop Upstream Anticipatory Traffic Signal Control with Deep Reinforcement Learning0
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control0
Scalable Multi-Objective Optimization for Robust Traffic Signal Control in Uncertain Environments0
Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers0
Reinforcement Learning for Adaptive Traffic Signal Control: Turn-Based and Time-Based Approaches to Reduce Congestion0
MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions0
SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring CamerasCode0
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