107 citations · 475 across the 51 of their papers we have counts for
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A Boltzmann approach to mean-field sparse feedback control
Giacomo Albi, Massimo Fornasier, Dante Kalise
We study the synthesis of optimal control policies for large-scale multi-agent systems. The optimal control design induces a parsimonious control intervention by means of l-1, spar…
Mean field control hierarchy
Giacomo Albi, Young-Pil Choi, Massimo Fornasier +1
In this paper we model the role of a government of a large population as a mean field optimal control problem. Such control problems are constrainted by a PDE of continuity-type, g…
Proximal methods for stationary Mean Field Games with local couplings
L. M. Briceño-Arias, D. Kalise, F. J. Silva
We address the numerical approximation of Mean Field Games with local couplings. For power-like Hamiltonians, we consider both unconstrained and constrained stationary systems with…
Infinite horizon sparse optimal control
Dante Kalise, Karl Kunisch, Zhiping Rao
A class of infinite horizon optimal control problems involving -type cost functionals with is discussed. The existence of optimal controls is studied for both the…