Multi-agent Reinforcement Learning for Motorway Ramp Merging – TAKEN

So-called ‘capacity drop’ is a phenomenon that sometimes occurs when joining vehicles interrupt the flow of traffic on a motorway, effectively reducing the capacity of the road. To address this problem, this project will investigate the design of a cooperative motorway on-ramp merging algorithm for automated vehicles. From the perspective of vehicles joining the motorway, … Read more

Slot-based Driving Simulation in CARLA – TAKEN

The SFI-funded ClearWay project is investigating new models of road management is which each vehicle is allocated a slot in which to travel for the duration of its journey. Adherence to travelling in its allocated slot ensures congestion-free travel from source to destination for each vehicle (in the absence of unexpected events). A central control … Read more