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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...
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10/26/2022
Tracking-based distributed equilibrium seeking for aggregative games
We propose fully-distributed algorithms for Nash equilibrium seeking in ...
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04/27/2022
Neural network controllers for uncertain linear systems
We consider the design of reliable neural network (NN)-based approximati...
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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...
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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...
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03/24/2022
Personalized incentives as feedback design in generalized Nash equilibrium problems
We investigate both stationary and time-varying, nonmonotone generalized...
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11/13/2021
Reliably-stabilizing piecewise-affine neural network controllers
A common problem affecting neural network (NN) approximations of model p...
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11/06/2021
Learning equilibria with personalized incentives in a class of nonmonotone games
We consider quadratic, nonmonotone generalized Nash equilibrium problems...
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03/23/2021
Pursuing robust decisions in uncertain traffic equilibrium problems
We evaluate the robustness of agents' traffic equilibria in randomized r...
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06/06/2020
Local Stackelberg equilibrium seeking in generalized aggregative games
We propose a two-layer, semi-decentralized algorithm to compute a local ...
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05/19/2020
On the robustness of equilibria in generalized aggregative games
We address the problem of assessing the robustness of the equilibria in ...
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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...
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11/17/2019
A preconditioned Forward-Backward method for partially separable SemiDefinite Programs
We present semi-decentralized and distributed algorithms, designed via a...
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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...
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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...
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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...
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03/28/2018