I am interested in projects in the general area of smart cities, particularly smart grid and intelligent transport systems. The following are the two possible projects for which we have simulation frameworks ready use:
1. Grid-labD: Using Reinforcement Learning to improve the electricity demand when electrical vehicles are used.
2. SUMO: A traffic simulator which will enable the modelling of traffic flow. Using this simulator the aim is to build machine learning algorithms for vehicles so they can react to emergency situations, and improve the overall efficiency of the system.