activity
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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Showing 2021Show all

5 papers · 1 filter

eess.SY2021

Adversarial Linear-Quadratic Mean-Field Games over Multigraphs

Muhammad Aneeq uz Zaman, Sujay Bhatt, Tamer Başar

In this paper, we propose a game between an exogenous adversary and a network of agents connected via a multigraph. The multigraph is composed of (1) a global graph structure, capt…

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…

cs.GT20211 cited

Reputation and Pricing Dynamics in Online Markets

Qian Ma, Jianwei Huang, Tamer Başar +2

We study the economic interactions among sellers and buyers in online markets. In such markets, buyers have limited information about the product quality, but can observe the selle…

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.DS2021

Partial Observability Approach for the Optimal Transparency Problem in Multi-agent Systems

Sadegh Arefizadeh, Sadjaad Ozgoli, Sadegh Bolouki +1

This paper considers a network of agents, where each agent is assumed to take actions optimally with respect to a predefined payoff function involving the latest actions of the age…