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20102020
most citedMean-Field Learning: a Survey

6 citations · 24 across the 10 of their papers we have counts for

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math.OC2020

Stochastic Programming with Primal-Dual Dynamics: A Mean-Field Game Approach

Casper T. Röling, Dario Bauso, Hamidou Tembine

This study addresses primal-dual dynamics for a stochastic programming problem for capacity network design. It is proven that consensus can be achieved on the \textit{here and now}…

math.OC2020

Controlling Propagation of epidemics via mean-field control

Wonjun Lee, Siting Liu, Hamidou Tembine +2

The coronavirus disease 2019 (COVID-19) pandemic is changing and impacting lives on a global scale. In this paper, we introduce a mean-field game model in controlling the propagati…

math.OC20192 cited

Matrix-Valued Mean-Field-Type Games: Risk-Sensitive, Adversarial, and Risk-Neutral Linear-Quadratic Case

Julian Barreiro-Gomez, Tyrone E. Duncan, Hamidou Tembine

In this paper we study a class of matrix-valued linear-quadratic mean-field-type games for both the risk-neutral, risk-sensitive and robust cases. Non-cooperation, full cooperation…

math.OC2018

Semi-Explicit Solutions to some Non-Linear Non-Quadratic Mean-Field-Type Games: A Direct Method

Julian Barreiro-Gomez, Tyrone E. Duncan, Bozenna Pasik-Duncan +1

This article examines mean-field-type game problems by means of a direct method. We provide various solvable examples beyond the classical linear-quadratic game problems. These inc…

math.OC2018

Consensus over evolutionary graphs

Michalis Smyrnakis, Nikolaos M. Freris, Hamidou Tembine

We establish average consensus on graphs with dynamic topologies prescribed by evolutionary games among strategic agents. Each agent possesses a private reward function and dynamic…

math.OC20171 cited

Quantile-based Mean-Field Games with Common Noise

Hamidou Tembine

In this paper we explore the impact of quantiles on optimal strategies under state dynamics driven by both individual noise, common noise and Poisson jumps. We first establish an o…