22 citations · 66 across the 21 of their papers we have counts for
4 papers · 1 filter
Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning
Francesco De Lellis, Marco Coraggio, Giovanni Russo +2
In addressing control problems such as regulation and tracking through reinforcement learning, it is often required to guarantee that the acquired policy meets essential performanc…
Data-driven design of complex network structures to promote synchronization
Marco Coraggio, Mario di Bernardo
We consider the problem of optimizing the interconnection graphs of complex networks to promote synchronization. When traditional optimization methods are inapplicable, due to unce…
Local convergence of multi-agent systems towards triangular patterns
Andrea Giusti, Marco Coraggio, Mario di Bernardo
Geometric pattern formation is an important emergent behavior in many applications involving large-scale multi-agent systems, such as sensor networks deployment and collective tran…
Consensus-based Distributed Intentional Controlled Islanding of Power Grids
Francesco Lo Iudice, Ricardo Cardona-Rivera, Antonio Grotta +2
The problem of partitioning a power grid into a set of islands can be a solution to restore power dispatchment in sections of a grid affected by an extreme failure. Current solutio…