Filippo Fabiani | DeepAI

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∙ 12/23/2022

A learning-based approach to multi-agent decision-making

We propose a learning-based methodology to reconstruct private informati...

0 Filippo Fabiani, et al. ∙

∙ 10/26/2022

Tracking-based distributed equilibrium seeking for aggregative games

We propose fully-distributed algorithms for Nash equilibrium seeking in ...

0 Guido Carnevale, et al. ∙

∙ 04/27/2022

Neural network controllers for uncertain linear systems

We consider the design of reliable neural network (NN)-based approximati...

0 Filippo Fabiani, et al. ∙

∙ 03/29/2022

A stochastic generalized Nash equilibrium model for platforms competition in the ride-hail market

The presence of uncertainties in the ride-hailing market complicates the...

0 Filippo Fabiani, et al. ∙

∙ 03/29/2022

Proximal-like algorithms for equilibrium seeking in mixed-integer Nash equilibrium problems

We consider potential games with mixed-integer variables, for which we p...

0 Filippo Fabiani, et al. ∙

∙ 03/24/2022

Personalized incentives as feedback design in generalized Nash equilibrium problems

We investigate both stationary and time-varying, nonmonotone generalized...

0 Filippo Fabiani, et al. ∙

∙ 11/13/2021

Reliably-stabilizing piecewise-affine neural network controllers

A common problem affecting neural network (NN) approximations of model p...

0 Filippo Fabiani, et al. ∙

∙ 11/06/2021

Learning equilibria with personalized incentives in a class of nonmonotone games

We consider quadratic, nonmonotone generalized Nash equilibrium problems...

0 Filippo Fabiani, et al. ∙

∙ 03/23/2021

Pursuing robust decisions in uncertain traffic equilibrium problems

We evaluate the robustness of agents' traffic equilibria in randomized r...

0 Filippo Fabiani, et al. ∙

∙ 06/06/2020

Local Stackelberg equilibrium seeking in generalized aggregative games

We propose a two-layer, semi-decentralized algorithm to compute a local ...

0 Filippo Fabiani, et al. ∙

∙ 05/19/2020

On the robustness of equilibria in generalized aggregative games

We address the problem of assessing the robustness of the equilibria in ...

0 Filippo Fabiani, et al. ∙

∙ 05/19/2020

An optimal transport approach to data compression in distributionally robust control

We consider the problem of controlling a stochastic linear time-invarian...

0 Filippo Fabiani, et al. ∙

∙ 11/17/2019

A preconditioned Forward-Backward method for partially separable SemiDefinite Programs

We present semi-decentralized and distributed algorithms, designed via a...

0 Filippo Fabiani, et al. ∙

∙ 10/22/2019

Charging plug-in electric vehicles as a mixed-integer aggregative game

We consider the charge scheduling coordination of a fleet of plug-in ele...

0 Carlo Cenedese, et al. ∙

∙ 11/19/2018

Nash equilibrium seeking in potential games with double-integrator agents

In this paper, we show the equivalence between a constrained, multi-agen...

0 Filippo Fabiani, et al. ∙

∙ 03/28/2018

A Mixed-Logical-Dynamical model for Automated Driving on highways

We propose a hybrid decision-making framework for safe and efficient aut...

0 Filippo Fabiani, et al. ∙

∙ 03/28/2018

On the convergence of discrete-time linear systems: A linear time-varying Mann iteration converges iff the operator is strictly pseudocontractive

We adopt an operator-theoretic perspective to study convergence of linea...

0 Giuseppe Belgioioso, et al. ∙

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