Latest Research in Traffic control and management

Top Research Topics in Traffic control and management

• Traffic control and management — 10 papers
• Autonomous Vehicle Technology and Safety — 4 papers
• Robotics — 3 papers
• Machine Learning — 3 papers
• Artificial Intelligence — 2 papers
• Systems and Control — 2 papers
• Computer Vision and Pattern Recognition — 2 papers
• Human Mobility and Location-Based Analysis — 1 papers
• Multiagent Systems — 1 papers
• Networking and Internet Architecture — 1 papers

Highest-Cited Papers

1. Explainable deep learning improves human mental models of self-driving cars (1 citations)
2. SmartSwitchLight: Interpretable multi-agent reinforcement learning for adaptive traffic signal control via generative artificial intelligence based supervisory decision making
3. A framework for benchmarking traffic signal control robustness under incidents: comparative study of reinforcement learning-based methods
4. Hybrid-RL-RB: A Constraint-Aware Reinforcement Learning and Rule-Based Algorithm for Multi-Intersection Traffic Signal Control
5. A Map-Aware Destination Prediction Model for Location-Based Consumer Electronics
6. TrafficGamer: Reliable and Flexible Traffic Simulation for Safety-Critical Scenarios with Game-Theoretic Oracles
7. MulRobBench: A Decision-Level Benchmark for Safe and Security-Policy-Compliant Multimodal UAV Agents
8. LLM-Driven Signal Control Method for Signalized Intersections with Mixed Traffic Flow
9. Multi-Agent Deep Reinforcement Learning for Regional Traffic Signal Control Based on Dynamic Weight Decomposition
10. Real-Time Pedestrian Crossing Intent Prediction and Risk Assessment Framework Using Skeleton Graph Convolutional Networks
11. Stabilizing Traffic Flow Via Autonomous Vehicles: A Less Conservative Approach
12. TrajFusionNet+: Transformer-Based Prediction of Pedestrian Crossing Intention via Fusion of Trajectory Representations and Scene Graphs
13. Multi-agent meta-reinforcement learning based on contrastive predictive coding—For rapid adaptive traffic control after emergencies
14. Traffic smoothing through automated vehicle control with optimal parameter selection
15. When context is not enough: Modeling unexplained variability in car-following behavior
16. Hyperspectral Trajectory Image for Multi-Month Trajectory Anomaly Detection
17. Task-Oriented Semantic Communication for Hazard Warning and Remote Operation in Connected Vehicle Platoons
18. Coupling response mechanism between the operational state of arterial traffic flow and carbon emissions under the goal of urban energy conservation and emission reduction
19. CoLMIN: LLM-based Multi-Decision Path Negotiation for Cooperative Autonomous Driving
20. TraveL: Transformer-based Multi-view Path Distributional Representation Learning