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20092022
most citedAn Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods

30 citations · 106 across the 23 of their papers we have counts for

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13 papers · 1 filter

math.OC2022

Gradient-tracking based Distributed Optimization with Guaranteed Optimality under Noisy Information Sharing

Yongqiang Wang, Tamer Başar

Distributed optimization enables networked agents to cooperatively solve a global optimization problem even with each participating agent only having access to a local partial view…

math.OC2022

The H-property of Line Graphons

Mohamed-Ali Belabbas, Xudong Chen, Tamer Basar

We explore in this paper sufficient conditions for the -property to hold, with a particular focus on the so-called line graphons. A graphon is a symmetric, measurable function f…

math.OC2021

Discrete-Time Linear-Quadratic Regulation via Optimal Transport

Mathias Hudoba de Badyn, Erik Miehling, Dylan Janak +5

In this paper, we consider a discrete-time stochastic control problem with uncertain initial and target states. We first discuss the connection between optimal transport and stocha…

math.OC20212 cited

Infinite-horizon Risk-constrained Linear Quadratic Regulator with Average Cost

Feiran Zhao, Keyou You, Tamer Basar

The behaviour of a stochastic dynamical system may be largely influenced by those low-probability, yet extreme events. To address such occurrences, this paper proposes an infinite-…

math.OC2020

Fixed-Time Nash Equilibrium Seeking in Non-Cooperative Games

Jorge I. Poveda, Miroslav Krstic, Tamer Basar

We introduce a novel class of Nash equilibrium seeking dynamics for non-cooperative games with a finite number of players, where the convergence to the Nash equilibrium is bounded…

math.OC2020

Controlling a Networked SIS Model via a Single Input over Undirected Graphs

Dan Wang, Ji Liu, Philip E. Paré +4

This paper formulates and studies the problem of controlling a networked SIS model using a single input in which the network structure is described by a connected undirected graph.…