Analysis of spatiotemporal data imputation methods for traffic flow data in urban networks

E Joelianto, MF Fathurrahman, HY Sutarto… - … International Journal of …, 2022 - mdpi.com
The increase in traffic in cities world-wide has led to a need for better traffic management
systems in urban networks. Despite the advances in technology for traffic data collection, the …

Adaptive deep q-network algorithm with exponential reward mechanism for traffic control in urban intersection networks

MRT Fuad, EO Fernandez, F Mukhlish, A Putri… - Sustainability, 2022 - mdpi.com
The demand for transportation has increased significantly in recent decades in line with the
increasing demand for passenger and freight mobility, especially in urban areas. One of the …