Optimizing Traffic Signal Control using High-Dimensional State Representation and Efficient Deep Reinforcement Learning

Lawrence Francis, Blessed Guda, Ahmed Biyabani

In reinforcement learning-based (RL-based) traffic signal control (TSC), decisions on the signal timing are made based on the available information on vehicles at a road intersecti…