Smart Traffic Light Control using Reinforcement Learning (Q-Learning)

Smart Traffic Light Control using Reinforcement Learning (Q-Learning) is an AI-based approach that automatically adjusts traffic signals based on real-time traffic conditions. By learning optimal actions through continuous interaction with the environment, the system reduces congestion, minimizes waiting time, and improves overall traffic flow in smart cities.