3 papers
math.OC2024
Estimation Network Design framework for efficient distributed optimization
Mattia Bianchi, Sergio Grammatico
Distributed decision problems features a group of agents that can only communicate over a peer-to-peer network, without a central memory. In applications such as network control an…
math.OC2024
Constrained multi-cluster game: Distributed Nash equilibrium seeking over directed graphs
Duong Thuy Anh Nguyen, Mattia Bianchi, Florian Dörfler +2
Motivated by the complex dynamics of cooperative and competitive interactions within networked agent systems, multi-cluster games provide a framework for modeling the interconnecte…
cs.GT2023
Nash equilibrium seeking over digraphs with row-stochastic matrices and network-independent step-sizes
Duong Thuy Anh Nguyen, Mattia Bianchi, Florian Dörfler +2
In this paper, we address the challenge of Nash equilibrium (NE) seeking in non-cooperative convex games with partial-decision information. We propose a distributed algorithm, wher…