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OverFlowLight: Real-Time Gridlock Prevention and Traffic Signal Optimization for

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1 SIGNALFIRST DETECTED 29 June 2026
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12 May
OracleTSC: Oracle-Informed Reward Hurdle and Uncertainty Regularization for Traffic Signal Control

arXiv:2605.08516v1 Announce Type: new Abstract: Transparent decision-making is essential for traffic signal control (TSC) systems to earn public trust. However, traditional

REPORT · WHAT · ArXiv CS.AIOPEN STORY
7 Jul
Explainable Reinforcement Learning for Adaptive Traffic Signal Control

arXiv:2607.03703v1 Announce Type: new Abstract: Reinforcement Learning (RL) has emerged as a powerful paradigm for adaptive traffic signal control. However, in safety-critical

REPORT · WHAT · ArXiv CS.AIOPEN STORY
1 May
Autonomous Traffic Signal Optimization Using Digital Twin and Agentic AI for Real-Time Decision-Making

arXiv:2604.27753v1 Announce Type: new Abstract: This article outlines a new framework of traffic light optimization through a digital twin of the transport infrastructure, managed

REPORT · HOW · ArXiv CS.AIOPEN STORY
2 Jul
PedNStream: Scalable Network Flow Simulation for Pedestrian Traffic Management

arXiv:2607.01021v1 Announce Type: new Abstract: Large-scale crowd management requires pedestrian simulations that are both computationally efficient and compatible with

REPORT · WHAT · ArXiv CS.AIOPEN STORY
27 Mar
Macroscopic Characteristics of Mixed Traffic Flow with Deep Reinforcement Learning Based Automated and Human-Driven Vehicles

arXiv:2603.25328v1 Announce Type: new Abstract: Automated Vehicle (AV) control in mixed traffic, where AVs coexist with human-driven vehicles, poses significant challenges in

REPORT · WHERE · ArXiv CS.AIOPEN STORY
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