Enhancing Urban Traffic with AI and Neural Networks

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Nexus AI revolutionizes urban traffic management by leveraging advanced technology components such as CorridorBrain—a custom neural network, and deep reinforcement learning frameworks built on PyTorch and FastAPI. It optimizes traffic flow using features like dynamic green waves, ambulance prioritization, and collision rerouting. The system integrates real-time data and 3D simulations through WebSockets and Python, with scalability ensured by Multi-Agent Reinforcement Learning (MARL) and IoT...