Dr. Ivana Dusparic
Dr. Ivana Dusparic (School of Computer Science and Statistics) is a Computer Scientist whose research expertise is on development of Artificial Intelligence (AI) algorithms, and in particular reinforcement learning, for optimization of resource use in large-scale heterogeneous infrastructures. In the context of intelligent mobility systems, the main application areas for her AI techniques are urban traffic control, on-demand mobility, car and ride sharing, and connected and autonomous vehicles.
Recent student projects
- Intelligent Ramp Metering Control using Federated Reinforcement Learning
- Using Deep Reinforcement Learning to increase Traffic Safety in Urban areas whilst maintaining Traffic Flow and Efficiency
- Heterogeneous Multi-Agent Deep Reinforcement Learning for Traffic Lights Control
