A reinforcement learning framework using Deep Q-Learning to optimize traffic signal timing at intersections. This system uses SUMO (Simulation of Urban MObility) to simulate traffic flow and a neural ...
SUMO-UAV-Py is a plugin for simulating drone-based traffic sensing within the SUMO (Simulation of Urban MObility) microscopic traffic simulator. It enables the generation of high-resolution aerial ...
Abstract: In Vehicular Ad Hoc Networks (VANETs), ensuring reliable, energy-efficient communication under varying traffic densities remains a major challenge, particularly when relying completely on ...
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