185 citations · 211 across the 13 of their papers we have counts for
4 papers · 1 filter
Learning Network Dismantling Without Handcrafted Inputs
Haozhe Tian, Pietro Ferraro, Robert Shorten +2
The application of message-passing Graph Neural Networks has been a breakthrough for important network science problems. However, the competitive performance often relies on using…
Dynamic access pricing control for fair and stable resource sharing
Christopher King, Fabian R. Wirth, Homayoun Hamedmoghadam +2
We consider the co-existence of users with different price sensitivities under dynamic (or surge) pricing that regulates how they access a shared resource. To balance supply and de…
Mission-Aligned Learning-Informed Control of Autonomous Systems: Formulation and Foundations
Vyacheslav Kungurtsev, Alessandro Di Frenna, Gustav Sir +5
Research, innovation and practical capital investment have been increasing rapidly toward the realization of autonomous physical agents. This includes industrial and service robots…
Vehicle Dynamics Control for Simultaneous Optimization of Tire Emissions and Performance in EVs
Chi-Bach Pham, Homayoun Hamedmoghadam Rafati, Robert Noel Shorten
In recent years, Electric Vehicles (EVs) have seen widespread public adoption. While EVs produce zero tailpipe emissions, they contribute to an increase in another type of vehicula…