Reinforcement Learning for Motorway Demand Management – TAKEN

This project will investigate the use of reinforcement learning to develop a highway journey booking system incorporating a dynamic pricing strategy to allow traffic demand to be shaped in ways that will improve traffic efficiency and enhance sustainability by reducing emissions and fuel consumption. The goal will be to evaluate the potential benefit of the resulting system in the context of a simulation of a specific road (likely, Dublin’s M50).