69 citations · 183 across the 24 of their papers we have counts for
26 papers
SIS Epidemic Containment under Game-theoretic Rational Learning
Urmee Maitra, Keith Paarporn, Ceyhun Eksin
We consider a susceptible-infected-susceptible (SIS) epidemiological model in which individuals dynamically decide whether to follow social distancing or not. Driven by game-theore…
The Lagrangian Method for Solving Constrained Markov Games
Soham Das, Santiago Paternain, Luiz F. O. Chamon +1
We propose the concept of a Lagrangian game to solve constrained Markov games. Such games model scenarios where agents face cost constraints in addition to their individual rewards…
Simulation-Based Optimistic Policy Iteration For Multi-Agent MDPs with Kullback-Leibler Control Cost
Khaled Nakhleh, Ceyhun Eksin, Sabit Ekin
This paper proposes an agent-based optimistic policy iteration (OPI) scheme for learning stationary optimal stochastic policies in multi-agent Markov Decision Processes (MDPs), in…
Almost Sure Convergence of Networked Policy Gradient over Time-Varying Networks in Markov Potential Games
Sarper Aydin, Ceyhun Eksin
We propose networked policy gradient play for solving Markov potential games with continuous and/or discrete state-action pairs. During the game, agents use parametrized and differ…
Learning graph-Fourier spectra of textured surface images for defect localization
Tapan Ganatma Nakkina, Adithyaa Karthikeyan, Yuhao Zhong +2
In the realm of industrial manufacturing, product inspection remains a significant bottleneck, with only a small fraction of manufactured items undergoing inspection for surface de…
Robust Social Welfare Maximization via Information Design in Linear-Quadratic-Gaussian Games
Furkan Sezer, Ceyhun Eksin
Information design in an incomplete information game includes a designer with the goal of influencing players' actions through signals generated from a designed probability distrib…
Average submodularity of maximizing anticoordination in network games
Soham Das, Ceyhun Eksin
We consider the control of decentralized learning dynamics for agents in an anti-coordination network game. In the anti-coordination network game, there is a preferred action in th…
Information Preferences of Individual Agents in Linear-Quadratic-Gaussian Network Games
Furkan Sezer, Ceyhun Eksin
We consider linear-quadratic-Gaussian (LQG) network games in which agents have quadratic payoffs that depend on their individual and neighbors' actions, and an unknown payoff-relev…
A Market Mechanism for Trading Flexibility Between Interconnected Electricity Markets
Hossein Khazaei, Ceyhun Eksin, Roohallah Khatami +1
Electricity markets differ in their ability to meet power imbalances in short notice in a controlled fashion. Relatively flexible markets have the ability to ramp up (or down) powe…
Decentralized Fictitious Play Converges Near a Nash Equilibrium in Near-Potential Games
Sarper Aydin, Sina Arefizadeh, Ceyhun Eksin
We investigate convergence of decentralized fictitious play (DFP) in near-potential games, wherein agents preferences can almost be captured by a potential function. In DFP agents…
Decentralized Inertial Best-Response with Voluntary and Limited Communication in Random Communication Networks
Sarper Aydın, Ceyhun Eksin
Multiple autonomous agents interact over a random communication network to maximize their individual utility functions which depend on the actions of other agents. We consider dece…
Decentralized Fictitious Play in Near-Potential Games with Time-Varying Communication Networks
Sarper Aydın, Sina Arefizadeh, Ceyhun Eksin
We study the convergence properties of decentralized fictitious play (DFP) for the class of near-potential games where the incentives of agents are nearly aligned with a potential…
Maximizing Social Welfare and Agreement via Information Design in Linear-Quadratic-Gaussian Games
Furkan Sezer, Hossein Khazaei, Ceyhun Eksin
We consider linear-quadratic Gaussian (LQG) games in which players have quadratic payoffs that depend on the players' actions and an unknown payoff-relevant state, and signals on t…
An Iterative Mechanism for Coupling Electricity Markets
Alfredo Garcia, Roohallah Khatami, Ceyhun Eksin +1
The coordinated operation of interconnected but locally controlled electricity markets is generally referred to as a "coupling". In this paper we propose a new mechanism design for…
A Best-Response Algorithm with Voluntary Communication and Mobility Protocols for Mobile Autonomous Teams Solving the Target Assignment Problem
Sarper Aydin, Ceyhun Eksin
We consider a team of mobile autonomous robots with the aim to cover a given set of targets. Each robot aims to select a target to cover and physically reach it by the final time i…
Distributed Fictitious Play in Potential Games with Time-Varying Communication Networks
Sina Arefizadeh, Ceyhun Eksin
We propose a distributed algorithm for multiagent systems that aim to optimize a common objective when agents differ in their estimates of the objective-relevant state of the envir…
Optimal evolutionary control for artificial selection on molecular phenotypes
Armita Nourmohammad, Ceyhun Eksin
Controlling an evolving population is an important task in modern molecular genetics, including directed evolution for improving the activity of molecules and enzymes, in breeding…
Distributed Networked Learning with Correlated Data
Lingzhou Hong, Alfredo Garcia, Ceyhun Eksin
We consider a distributed estimation method in a setting with heterogeneous streams of correlated data distributed across nodes in a network. In the considered approach, linear mod…
Control of learning in anti-coordination network games
Ceyhun Eksin, Keith Paarporn
We consider control of heterogeneous players repeatedly playing an anti-coordination network game. In an anti-coordination game, each player has an incentive to differentiate its a…
Optimal control policies for evolutionary dynamics with environmental feedback
Keith Paarporn, Ceyhun Eksin, Joshua S. Weitz +1
We study a dynamical model of a population of cooperators and defectors whose actions have long-term consequences on environmental "commons" - what we term the "resource". Cooperat…
Networked SIS Epidemics with Awareness
Keith Paarporn, Ceyhun Eksin, Joshua S. Weitz +1
We study an SIS epidemic process over a static contact network where the nodes have partial information about the epidemic state. They react by limiting their interactions with the…
Compatible finite element spaces for geophysical fluid dynamics
Andrea Natale, Jemma Shipton, Colin J. Cotter
Compatible finite elements provide a framework for preserving important structures in equations of geophysical fluid dynamics, and are becoming important in their use for building…
Disease dynamics on a network game: a little empathy goes a long way
Ceyhun Eksin, Jeff S. Shamma, Joshua S. Weitz
Individuals change their behavior during an epidemic in response to whether they and/or those they interact with are healthy or sick. Healthy individuals are concerned about contra…
Distributed Fictitious Play for Optimal Behavior of Multi-Agent Systems with Incomplete Information
Ceyhun Eksin, Alejandro Ribeiro
A multi-agent system operates in an uncertain environment about which agents have different and time varying beliefs that, as time progresses, converge to a common belief. A global…