S
Serdar Yüksel
Researcher at Queen's University
Publications - 276
Citations - 3778
Serdar Yüksel is an academic researcher from Queen's University. The author has contributed to research in topics: Stochastic control & Markov process. The author has an hindex of 26, co-authored 259 publications receiving 3261 citations. Previous affiliations of Serdar Yüksel include Özyeğin University & University of Illinois at Urbana–Champaign.
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Journal ArticleDOI
Optimal control of LTI systems over unreliable communication links
TL;DR: The objective here is to mean-square (m.s.) stabilize the system while minimizing a quadratic performance criterion when the information flow between the controller and the plant is disrupted due to link failures, or packet losses.
Proceedings ArticleDOI
Information structures in optimal decentralized control
TL;DR: A comprehensive characterization of information structures in team decision problems and their impact on the tractability of team optimization and norm-optimal control for linear plants under information constraints is provided.
Journal ArticleDOI
Decentralized Q-Learning for Stochastic Teams and Games
Gurdal Arslan,Serdar Yüksel +1 more
TL;DR: In this article, decentralized Q-learning algorithms for stochastic games are presented, and their convergence for weakly acyclic case is studied for team problems as an important special case, where each decision maker has access only to its own decisions and cost realizations as well as state transitions.
Journal ArticleDOI
Stochastic Nestedness and the Belief Sharing Information Pattern
TL;DR: It is shown that if the information structure is stochastically nested, then an optimization problem is tractable, and in particular for LQG problems, the team optimal solution is linear, despite the lack of deterministic nestedness or partial nestedness.
Journal ArticleDOI
Optimal control of dynamical systems over unreliable communication links
TL;DR: In this article, the authors studied the problem of remote control of a class of plants over unreliable communication links using TCP or UDP type protocols, where the objective is to minimize a quadratic performance criterion when information flow between the controller and the plant is disrupted due to packet losses.