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20242026
most citedAdaptive Traffic Signal Control based on Multi-Agent Reinforcement Learning. Case Study on a simulated real-world corridor

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cs.CE2026

Emergency Vehicle Preemption Strategies using Machine Learning to Optimize Traffic Operations

Somdut Roy, Michael Hunter, Abhilasha Saroj +1

Emergency response vehicles (ERVs), such as fire trucks, operate to save lives and mitigate property damage. Emergency vehicle preemption (EVP) is typically implemented to provide…