This project focuses on identifying high-activity zones within urban areas to enhance traffic flow and support smarter infrastructure planning. By combining advanced heatmap analysis with K-Means clustering, we’re able to
key activity hotspots. We further integrate reinforcement learning to boost computational efficiency and adaptability