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simulation-based-learning

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cosmicbit / Deep-Reinforcement-Approach-on-Traffic-System

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A centralized deep reinforcement learning framework for adaptive urban traffic signal control, leveraging simulation-based environments to minimize congestion and optimize traffic flow.

python machine-learning reinforcement-learning deep-learning deep-reinforcement-learning traffic-optimization traffic-signal-control centralized-control sumo-simulation simulation-based-learning
  • Updated Dec 20, 2025
  • Python

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