Double Deep Q-Network algorithm for solving traffic congestion on one-way highways

The problem of reducing traffic congestion on highways is one of the conundrums that the transport industry as well as the government would like to solve. In this article, we apply the Double Deep Q-Network (DDQN) algorithm to a multi-agent model of traffic congestion and compare it with two other algorithms.