Lata Nautiyal

Deep reinforcement learning-based adaptive traffic signal control in urban networks

Abstract This paper introduces a traffic signal control system using deep reinforcement learning to solve the congestion problems at signalized intersections under dynamic traffic conditions. The proposed framework is simulated with the help of MATLAB-SUMO co-simulation framework...