41 citations · 146 across the 24 of their papers we have counts for
7 papers · 1 filter
An active learning method for solving competitive multi-agent decision-making and control problems
Filippo Fabiani, Alberto Bemporad
To identify a stationary action profile for a population of competitive agents, each executing private strategies, we introduce a novel active-learning scheme where a centralized e…
Tracking-based distributed equilibrium seeking for aggregative games
Guido Carnevale, Filippo Fabiani, Filiberto Fele +2
We propose fully-distributed algorithms for Nash equilibrium seeking in aggregative games over networks. We first consider the case where local constraints are present and we desig…
Robust stabilization of polytopic systems via fast and reliable neural network-based approximations
Filippo Fabiani, Paul J. Goulart
We consider the design of fast and reliable neural network (NN)-based approximations of traditional stabilizing controllers for linear systems with polytopic uncertainty, including…
A stochastic generalized Nash equilibrium model for platforms competition in the ride-hail market
Filippo Fabiani, Barbara Franci
The presence of uncertainties in the ride-hailing market complicates the pricing strategies of on-demand platforms that compete each other to offer a mobility service while strivin…
Proximal-like algorithms for equilibrium seeking in mixed-integer Nash equilibrium problems
Filippo Fabiani, Barbara Franci, Simone Sagratella +2
We consider potential games with mixed-integer variables, for which we propose two distributed, proximal-like equilibrium seeking algorithms. Specifically, we focus on two scenario…
Personalized incentives as feedback design in generalized Nash equilibrium problems
Filippo Fabiani, Andrea Simonetto, Paul J. Goulart
We investigate both stationary and time-varying, nonmonotone generalized Nash equilibrium problems that exhibit symmetric interactions among the agents, which are known to be poten…
Probabilistically robust stabilizing allocations in uncertain coalitional games
George Pantazis, Filippo Fabiani, Filiberto Fele +1
In this paper we consider multi-agent coalitional games with uncertain value functions for which we establish distribution-free guarantees on the probability of allocation stabilit…