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 cs.GTShow all

7 papers · 1 filter

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…

cs.GT201915 cited

Non-Cooperative Inverse Reinforcement Learning

Xiangyuan Zhang, Kaiqing Zhang, Erik Miehling +1

Making decisions in the presence of a strategic opponent requires one to take into account the opponent's ability to actively mask its intended objective. To describe such strategi…

cs.GT2019

Strategic Inference with a Single Private Sample

Erik Miehling, Roy Dong, Cédric Langbort +1

Motivated by applications in cyber security, we develop a simple game model for describing how a learning agent's private information influences an observing agent's inference proc…

cs.GT2019

Bayesian Persuasion with State-Dependent Quadratic Cost Measures

Muhammed O. Sayin, Tamer Basar

We address Bayesian persuasion between a sender and a receiver with state-dependent quadratic cost measures for general classes of distributions. The receiver seeks to make mean-sq…

cs.GT2019

A Game of Drones: Cyber-Physical Security of Time-Critical UAV Applications with Cumulative Prospect Theory Perceptions and Valuations

Anibal Sanjab, Walid Saad, Tamer Başar

In this paper, a novel mathematical framework is introduced for modeling and analyzing the cyber-physical security of time-critical UAV applications. A general UAV security network…

cs.GT20174 cited

Prospect Theory for Enhanced Cyber-Physical Security of Drone Delivery Systems: A Network Interdiction Game

Anibal Sanjab, Walid Saad, Tamer Başar

The use of unmanned aerial vehicles (UAVs) as delivery systems of online goods is rapidly becoming a global norm, as corroborated by Amazon's "Prime Air" and Google's "Project Wing…