Serdar Yüksel
Orcid: 0000-0001-6099-5001Affiliations:
- Queen's University, Kingston, Canada
According to our database1,
Serdar Yüksel
authored at least 212 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Reinforcement Learning for Near-Optimal Design of Zero-Delay Codes for Markov Sources.
IEEE Trans. Inf. Theory, November, 2024
IEEE/ACM Trans. Netw., August, 2024
IEEE Trans. Autom. Control., May, 2024
Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments.
Trans. Mach. Learn. Res., 2024
On Borkar and Young Relaxed Control Topologies and Continuous Dependence of Invariant Measures on Control Policy.
SIAM J. Control. Optim., 2024
Nash Equilibria for Exchangeable Team-Against-Team Games, Their Mean-Field Limit, and the Role of Common Randomness.
SIAM J. Control. Optim., 2024
Average Cost Optimality of Partially Observed MDPs: Contraction of Nonlinear Filters and Existence of Optimal Solutions and Approximations.
SIAM J. Control. Optim., 2024
Robust decentralized control of coupled systems via risk sensitive control of decoupled or simple models with measure change.
Syst. Control. Lett., 2024
Syst. Control. Lett., 2024
Robustness to Model Approximation, Learning, and Sample Complexity in Wasserstein Regular MDPs.
CoRR, 2024
CoRR, 2024
Decentralized Stochastic Control in Standard Borel Spaces: Centralized MDP Reductions, Near Optimality of Finite Window Local Information, and Q-Learning.
CoRR, 2024
CoRR, 2024
Quantum Markov Decision Processes Part I: General Theory, Approximations, and Classes of Policies.
CoRR, 2024
Large Decentralized Continuous-Time Convex Stochastic Teams and Their Mean-Field Limits.
Proceedings of the American Control Conference, 2024
Average Cost Optimality of Partially Observed MDPs: Contraction of Non-Linear Filters and Existence of Optimal Solutions and Approximations.
Proceedings of the American Control Conference, 2024
Near-Optimality of Finite-Memory Codes and Reinforcement Learning for Zero-Delay Coding of Markov Sources.
Proceedings of the American Control Conference, 2024
2023
An Asymptotically Optimal Two-Part Fixed-Rate Coding Scheme for Networked Control With Unbounded Noise.
IEEE Trans. Inf. Theory, October, 2023
Isomorphism Properties of Optimality and Equilibrium Solutions Under Equivalent Information Structure Transformations: Stochastic Dynamic Games and Teams.
SIAM J. Control. Optim., October, 2023
Signaling games in multiple dimensions: Geometric properties of equilibrium solutions.
Autom., October, 2023
Satisficing Paths and Independent Multiagent Reinforcement Learning in Stochastic Games.
SIAM J. Math. Data Sci., September, 2023
Optimality of Independently Randomized Symmetric Policies for Exchangeable Stochastic Teams with Infinitely Many Decision Makers.
Math. Oper. Res., August, 2023
SIAM J. Control. Optim., June, 2023
Continuity Properties of Value Functions in Information Structures for Zero-Sum and General Games and Stochastic Teams.
SIAM J. Control. Optim., April, 2023
Syst. Control. Lett., April, 2023
Quadratic Signaling With Prior Mismatch at an Encoder and Decoder: Equilibria, Continuity, and Robustness Properties.
IEEE Trans. Autom. Control., February, 2023
Dual Effect, Certainty Equivalence, and Separation Revisited: A Counterexample and a Relaxed Characterization for Optimality.
IEEE Trans. Autom. Control., February, 2023
Zero-sum games involving teams against teams: Existence of equilibria, and comparison and regularity in information.
Syst. Control. Lett., February, 2023
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity.
J. Mach. Learn. Res., 2023
CoRR, 2023
CoRR, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Proceedings of the American Control Conference, 2023
Proceedings of the American Control Conference, 2023
Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games.
Proceedings of the American Control Conference, 2023
2022
Signaling Games for Log-Concave Distributions: Number of Bins and Properties of Equilibria.
IEEE Trans. Inf. Theory, 2022
Quadratic Privacy-Signaling Games and the MMSE Information Bottleneck Problem for Gaussian Sources.
IEEE Trans. Inf. Theory, 2022
Zero-Delay Lossy Coding of Linear Vector Markov Sources: Optimality of Stationary Codes and Near Optimality of Finite Memory Codes.
IEEE Trans. Inf. Theory, 2022
Decentralized Learning for Optimality in Stochastic Dynamic Teams and Games With Local Control and Global State Information.
IEEE Trans. Autom. Control., 2022
Robustness to Incorrect Priors and Controlled Filter Stability in Partially Observed Stochastic Control.
SIAM J. Control. Optim., 2022
Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes.
J. Mach. Learn. Res., 2022
Independent Learning in Mean-Field Games: Satisficing Paths and Convergence to Subjective Equilibria.
CoRR, 2022
Robustness to incorrect models and data-driven learning in average-cost optimal stochastic control.
Autom., 2022
An Asymptotically Optimal Two-Part Coding Scheme for Networked Control under Fixed-Rate Constraints.
Proceedings of the IEEE International Symposium on Information Theory, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
2021
IEEE Trans. Autom. Control., 2021
Invariance Properties of Controlled Stochastic Nonlinear Systems Under Information Constraints.
IEEE Trans. Autom. Control., 2021
Optimal Policies for Convex Symmetric Stochastic Dynamic Teams and their Mean-Field Limit.
SIAM J. Control. Optim., 2021
Comparison of Information Structures for Zero-Sum Games and a Partial Converse to Blackwell Ordering in Standard Borel Spaces.
SIAM J. Control. Optim., 2021
Ergodicity Conditions for Controlled Stochastic Nonlinear Systems under Information Constraints: A Volume Growth Approach.
SIAM J. Control. Optim., 2021
CoRR, 2021
CoRR, 2021
Convergence of Finite Memory Q-Learning for POMDPs and Near Optimality of Learned Policies under Filter Stability.
CoRR, 2021
Signaling Games in Higher Dimensions: Geometric Properties of Equilibrium Partitions.
Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021
Policy-Dependent and Policy-Independent Static Reduction of Stochastic Dynamic Teams and Games and Fragility of Equivalence Properties.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Convergence and Near Optimality of Q-Learning with Finite Memory for Partially Observed Models.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Continuity Properties of Value Functions in Information Structures for Stochastic Team Problems and Zero-Sum and General Games.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Ergodicity of Controlled Stochastic Nonlinear Systems under Information Constraints: Refined Bounds via Splitting.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
IEEE Trans. Control. Netw. Syst., 2020
Asymptotic Optimality of Finite Model Approximations for Partially Observed Markov Decision Processes With Discounted Cost.
IEEE Trans. Autom. Control., 2020
Metric and Topological Entropy Bounds for Optimal Coding of Stochastic Dynamical Systems.
IEEE Trans. Autom. Control., 2020
A Universal Dynamic Program and Refined Existence Results for Decentralized Stochastic Control.
SIAM J. Control. Optim., 2020
SIAM J. Control. Optim., 2020
Signaling Games for Arbitrary Distributions: Number of Bins and Properties of Equilibria.
CoRR, 2020
Quadratic Privacy-Signaling Games, Payoff Dominant Equilibria and the Information Bottleneck Problem.
CoRR, 2020
CoRR, 2020
Dynamic signaling games with quadratic criteria under Nash and Stackelberg equilibria.
Autom., 2020
Proceedings of the IEEE International Symposium on Information Theory, 2020
Proceedings of the IEEE International Symposium on Information Theory, 2020
Independently Randomized Symmetric Policies are Optimal for Exchangeable Stochastic Teams with Infinitely Many Decision Makers.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Optimality of Stationary and Deterministic Policies for Zero-Delay Coding of ℝ<sup>d</sup>-Valued Linear Markov Sources with Quadratic Cost.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
2019
IEEE Trans. Signal Process., 2019
A Note on the Separation of Optimal Quantization and Control Policies in Networked Control.
SIAM J. Control. Optim., 2019
SIAM J. Control. Optim., 2019
CoRR, 2019
Stochastic stability of nonlinear dynamical systems under information constraints<sup>*</sup>.
Proceedings of the 2019 IEEE Information Theory Workshop, 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
Robustness to Incorrect System Models and Application to Data-Driven Learning in Stochastic Control.
CoRR, 2018
Witsenhausen's Standard Form Revisited: A General Dynamic Program for Decentralized Stochastic Control and Existence Results.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Robustness to Incorrect System Models in Stochastic Control and Application to Data-Driven Learning.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
2017
Optimal Power Allocation for Average Detection Probability Criterion Over Flat Fading Channels.
IEEE Trans. Signal Process., 2017
IEEE Trans. Inf. Theory, 2017
IEEE Trans. Autom. Control., 2017
Finite Model Approximations and Asymptotic Optimality of Quantized Policies in Decentralized Stochastic Control.
IEEE Trans. Autom. Control., 2017
IEEE Trans. Autom. Control., 2017
Convex Analysis in Decentralized Stochastic Control, Strategic Measures, and Optimal Solutions.
SIAM J. Control. Optim., 2017
On Stochastic Stability of a Class of non-Markovian Processes and Applications in Quantization.
SIAM J. Control. Optim., 2017
On the Asymptotic Optimality of Finite Approximations to Markov Decision Processes with Borel Spaces.
Math. Oper. Res., 2017
Finite Model Approximations for Partially Observed Markov Decision Processes with Discounted Cost.
CoRR, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Metric and topological entropy bounds on state estimation for stochastic non-linear systems.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Proceedings of the 2017 American Control Conference, 2017
2016
On Rates of Convergence for Markov Chains Under Random Time State Dependent Drift Criteria.
IEEE Trans. Autom. Control., 2016
Stationary and Ergodic Properties of Stochastic NonLinear Systems Controlled over Communication Channels.
SIAM J. Control. Optim., 2016
On the tightness of linear policies for stabilization of linear systems over Gaussian networks.
Syst. Control. Lett., 2016
Entropy bounds on state estimation for stochastic non-linear systems under information constraints.
CoRR, 2016
CoRR, 2016
Stationarity and ergodicity of stochastic non-linear systems controlled over communication channels.
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Invariance and stationarity in non-linear networked control: Deterministic and stochastic formulations.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Asymptotic optimality of finite representations and quantized policies in team problems and Witsenhausen's counterexample.
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
Proceedings of the Encyclopedia of Systems and Control, 2015
IEEE Trans. Inf. Theory, 2015
IEEE Trans. Inf. Theory, 2015
Asymptotic Optimality and Rates of Convergence of Quantized Stationary Policies in Stochastic Control.
IEEE Trans. Autom. Control., 2015
On the Existence of Optimal Policies for a Class of Static and Sequential Dynamic Teams.
SIAM J. Control. Optim., 2015
On Stability and Ergodicity of Stochastic Non-Linear Systems Controlled over Communication Channels.
CoRR, 2015
Asymptotic Optimality of Finite Approximations to Markov Decision Processes with General State and Action Spaces.
CoRR, 2015
Optimality of Walrand-Varaiya type policies and approximation results for zero delay coding of Markov sources.
Proceedings of the IEEE International Symposium on Information Theory, 2015
Finite-state approximation of Markov decision processes with unbounded costs and Borel spaces.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the American Control Conference, 2015
Finite state approximations of Markov decision processes with general state and action spaces.
Proceedings of the American Control Conference, 2015
Finite-state approximations to constrained Markov decision processes with Borel spaces.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
Unitary Precoding and Basis Dependency of MMSE Performance for Gaussian Erasure Channels.
IEEE Trans. Inf. Theory, 2014
IEEE Trans. Autom. Control., 2014
IEEE Trans. Autom. Control., 2014
IEEE Trans. Autom. Control., 2014
Stochastic Stabilization of Partially Observed and Multi-Sensor Systems Driven by Unbounded Noise Under Fixed-Rate Information Constraints.
IEEE Trans. Autom. Control., 2014
Asymptotic optimality of quantized policies in stochastic control under weak continuity conditions.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the American Control Conference, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
On Optimal Causal Coding of Partially Observed Markov Sources in Single and Multiterminal Settings.
IEEE Trans. Inf. Theory, 2013
Memoryless Multiple Access Channel With Asymmetric Noisy State Information at the Encoders.
IEEE Trans. Inf. Theory, 2013
Random-Time, State-Dependent Stochastic Drift for Markov Chains and Application to Stochastic Stabilization Over Erasure Channels.
IEEE Trans. Autom. Control., 2013
IEEE Trans. Autom. Control., 2013
Autom., 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Approximation of stationary control policies by quantized control in Markov decision processes.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
2012
Characterization of Information Channels for Asymptotic Mean Stationarity and Stochastic Stability of Nonstationary/Unstable Linear Systems.
IEEE Trans. Inf. Theory, 2012
SIAM J. Control. Optim., 2012
CoRR, 2012
Characterization of Information Channels for Asymptotic Mean Stationarity and Stochastic Stability of Non-stationary/Unstable Linear Systems.
CoRR, 2012
On the Multiple Access Channel with Asymmetric Noisy State Information at the Encoders
CoRR, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Stochastic stabilization of partially observed and multi-sensor systems driven by Gaussian noise under fixed-rate information constraints.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Jointly Optimal LQG quantization and control policies for multi-dimensional linear Gaussian sources.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
IEEE Trans. Inf. Theory, 2011
On the Capacity of Memoryless Finite-State Multiple-Access Channels With Asymmetric State Information at the Encoders.
IEEE Trans. Inf. Theory, 2011
Stochastic stability and ergodicity of linear Gaussian systems controlled over discrete channels.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the American Control Conference, 2011
On the capacity of memoryless finite-state multiple access channels with asymmetric noisy state information at the encoders.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
IEEE Trans. Autom. Control., 2010
On Optimal Causal Coding of Partially Observed Markov Sources in Single and Multi-Terminal Settings
CoRR, 2010
On optimal causal coding of partially observed Markov sources under classical and non-classical information structures.
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the American Control Conference, 2010
On optimization and convergence of observation channels and quantizers in stochastic control.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
IEEE Trans. Inf. Theory, 2009
IEEE Trans. Autom. Control., 2009
IEEE Trans. Autom. Control., 2009
On the capacity of finite state multiple access channels with asymmetric partial state feedback.
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009
Proceedings of the IEEE International Symposium on Information Theory, 2009
Proceedings of the 1st International Conference on Game Theory for Networks, 2009
Stochastic nestedness and the belief sharing information pattern in decentralized control.
Proceedings of the American Control Conference, 2009
Stochastic stabilization of a noisy linear system with a fixed-rate adaptive quantizer.
Proceedings of the American Control Conference, 2009
A random time stochastic drift result and application to stochastic stabilization over noisy channels.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
Optimal LQG Coding and Control over Communication Channels: An Existence and an Infeasibility Result.
Proceedings of the American Control Conference, 2008
Stochastic nestedness and information analysis of tractability in decentralized control.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
2007
Optimal Signaling Policies for Decentralized Multicontroller Stabilizability Over Communication Channels.
IEEE Trans. Autom. Control., 2007
Communication Constraints for Decentralized Stabilizability With Time-Invariant Policies.
IEEE Trans. Autom. Control., 2007
On the error exponent of variable-length block-coding schemes over finite-state Markov channels with feedback
CoRR, 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Information theoretic study of the signaling problem in decentralized stabilization of noisy linear systems.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2006
IEEE Trans. Autom. Control., 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Proceedings of the American Control Conference, 2006
On the absence of rate loss in decentralized sensor and controller structure for asymptotic stability.
Proceedings of the American Control Conference, 2006
2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Proceedings of 2003 IEEE Conference on Control Applications, 2003
Proceedings of 2003 IEEE Conference on Control Applications, 2003