Serdar Yüksel

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 144

Top Venues

CoRR

CDC

IEEE Trans. Autom. Control.

SIAM J. Control. Optim.

Publications

Ali Devran Kara, Serdar Yüksel
Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments. Trans. Mach. Learn. Res. 2024 (2024)
Sina Sanjari, Naci Saldi, Serdar Yüksel
Nash Equilibria for Exchangeable Team-Against-Team Games, Their Mean-Field Limit, and the Role of Common Randomness. SIAM J. Control. Optim. 62 (3) (2024)
Bora Yongacoglu, Gürdal Arslan, Lacra Pavel, Serdar Yüksel
Generalizing Better Response Paths and Weakly Acyclic Games. CoRR (2024)
Bora Yongacoglu, Gürdal Arslan, Lacra Pavel, Serdar Yüksel
Paths to Equilibrium in Normal-Form Games. CoRR (2024)
Curtis McDonald, Serdar Yüksel
Stochastic Observability and Filter Stability Under Several Criteria. IEEE Trans. Autom. Control. 69 (5) (2024)
Naci Saldi, Sina Sanjari, Serdar Yüksel
Quantum Markov Decision Processes Part II: Optimal Solutions and Algorithms. CoRR (2024)
Naci Saldi, Sina Sanjari, Serdar Yüksel
Quantum Markov Decision Processes Part I: General Theory, Approximations, and Classes of Policies. CoRR (2024)
Vivek S. Borkar, Prashant G. Mehta, Guodong Pang, Serdar Yüksel
Stochastic control and stability with applications: Ari Arapostathis memorial issue. Syst. Control. Lett. 174 (2023)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity. J. Mach. Learn. Res. 24 (2023)
Sina Sanjari, Tamer Basar, Serdar Yüksel
Isomorphism Properties of Optimality and Equilibrium Solutions Under Equivalent Information Structure Transformations: Stochastic Dynamic Games and Teams. SIAM J. Control. Optim. 61 (5) (2023)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Asynchronous Decentralized Q-Learning in Stochastic Games. CDC (2023)
Liam Cregg, Fady Alajaji, Serdar Yüksel
Near-Optimality of Finite-Memory Codes and Reinforcement Learning for Zero-Delay Coding of Markov Sources. CoRR (2023)
Ryan Simpson, Serdar Yüksel
Non-Sequential Decentralized Stochastic Control and Static Reduction. ACC (2023)
Ertan Kazikli, Serkan Saritas, Sinan Gezici, Serdar Yüksel
Quadratic Signaling With Prior Mismatch at an Encoder and Decoder: Equilibria, Continuity, and Robustness Properties. IEEE Trans. Autom. Control. 68 (2) (2023)
Ian Hogeboom-Burr, Serdar Yüksel
Continuity Properties of Value Functions in Information Structures for Zero-Sum and General Games and Stochastic Teams. SIAM J. Control. Optim. 61 (2) (2023)
Awni Altabaa, Bora Yongacoglu, Serdar Yüksel
Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games. ACC (2023)
Ian Hogeboom-Burr, Serdar Yüksel
Zero-sum games involving teams against teams: Existence of equilibria, and comparison and regularity in information. Syst. Control. Lett. 172 (2023)
Liam Cregg, Tamás Linder, Serdar Yüksel
Reinforcement Learning for the Near-Optimal Design of Zero-Delay Codes for Markov Sources. CoRR (2023)
Jonathan Keeler, Tamás Linder, Serdar Yüksel
An Asymptotically Optimal Two-Part Fixed-Rate Coding Scheme for Networked Control With Unbounded Noise. IEEE Trans. Inf. Theory 69 (10) (2023)
Milan S. Derpich, Serdar Yüksel
Dual Effect, Certainty Equivalence, and Separation Revisited: A Counterexample and a Relaxed Characterization for Optimality. IEEE Trans. Autom. Control. 68 (2) (2023)
Ali Devran Kara, Serdar Yüksel
Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments. CoRR (2023)
Awni Altabaa, Bora Yongacoglu, Serdar Yüksel
Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games. CoRR (2023)
Ertan Kazikli, Sinan Gezici, Serdar Yüksel
Signaling games in multiple dimensions: Geometric properties of equilibrium solutions. Autom. 156 (2023)
Sina Sanjari, Naci Saldi, Serdar Yüksel
Nash Equilibria for Exchangeable Team against Team Games and their Mean Field Limit. ACC (2023)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Asynchronous Decentralized Q-Learning: Two Timescale Analysis By Persistence. CoRR (2023)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Satisficing Paths and Independent Multiagent Reinforcement Learning in Stochastic Games. SIAM J. Math. Data Sci. 5 (3) (2023)
Liam Cregg, Fady Alajaji, Serdar Yüksel
Reinforcement Learning for Zero-Delay Coding Over a Noisy Channel with Feedback. CDC (2023)
Gürdal Arslan, Serdar Yüksel
Subjective Equilibria Under Beliefs of Exogenous Uncertainty for Dynamic Games. SIAM J. Control. Optim. 61 (3) (2023)
Sina Sanjari, Naci Saldi, Serdar Yüksel
Optimality of Independently Randomized Symmetric Policies for Exchangeable Stochastic Teams with Infinitely Many Decision Makers. Math. Oper. Res. 48 (3) (2023)
Ali Devran Kara, Serdar Yüksel
Q-Learning for Continuous State and Action MDPs under Average Cost Criteria. CoRR (2023)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Independent Learning and Subjectivity in Mean-Field Games. CDC (2022)
Curtis McDonald, Serdar Yüksel
Robustness to Incorrect Priors and Controlled Filter Stability in Partially Observed Stochastic Control. SIAM J. Control. Optim. 60 (2) (2022)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Independent Learning in Mean-Field Games: Satisficing Paths and Convergence to Subjective Equilibria. CoRR (2022)
Ertan Kazikli, Sinan Gezici, Serdar Yüksel
Quadratic Privacy-Signaling Games and the MMSE Information Bottleneck Problem for Gaussian Sources. IEEE Trans. Inf. Theory 68 (9) (2022)
Sina Sanjari, Naci Saldi, Serdar Yüksel
Nash Equilibria for Exchangeable Team against Team Games and their Mean Field Limit. CoRR (2022)
Meysam Ghomi, Tamás Linder, Serdar Yüksel
Zero-Delay Lossy Coding of Linear Vector Markov Sources: Optimality of Stationary Codes and Near Optimality of Finite Memory Codes. IEEE Trans. Inf. Theory 68 (5) (2022)
Jonathan Keeler, Tamás Linder, Serdar Yüksel
An Asymptotically Optimal Two-Part Coding Scheme for Networked Control under Fixed-Rate Constraints. ISIT (2022)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Decentralized Learning for Optimality in Stochastic Dynamic Teams and Games With Local Control and Global State Information. IEEE Trans. Autom. Control. 67 (10) (2022)
Ertan Kazikli, Serkan Saritas, Sinan Gezici, Tamás Linder, Serdar Yüksel
Signaling Games for Log-Concave Distributions: Number of Bins and Properties of Equilibria. IEEE Trans. Inf. Theory 68 (3) (2022)
Ali Devran Kara, Serdar Yüksel
Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes. J. Mach. Learn. Res. 23 (2022)
Ali Devran Kara, Maxim Raginsky, Serdar Yüksel
Robustness to incorrect models and data-driven learning in average-cost optimal stochastic control. Autom. 139 (2022)
Jonathan Keeler, Tamás Linder, Serdar Yüksel
An Asymptotically Optimal Two-Part Coding Scheme for Networked Control under Fixed-Rate Constraints. CoRR (2022)
Ali Devran Kara, Erhan Bayraktar, Serdar Yüksel
Near Optimality of Finite Memory Policies for POMPDs with Continuous Spaces. CDC (2022)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
An Independent Learning Algorithm for a Class of Symmetric Stochastic Games. CoRR (2021)
Nicolás Garcia, Christoph Kawan, Serdar Yüksel
Ergodicity Conditions for Controlled Stochastic Nonlinear Systems under Information Constraints: A Volume Growth Approach. SIAM J. Control. Optim. 59 (1) (2021)
Ian Hogeboom-Burr, Serdar Yüksel
Comparison of Information Structures for Zero-Sum Games and a Partial Converse to Blackwell Ordering in Standard Borel Spaces. SIAM J. Control. Optim. 59 (3) (2021)
Ali Devran Kara, Serdar Yüksel
Convergence of Finite Memory Q-Learning for POMDPs and Near Optimality of Learned Policies under Filter Stability. CoRR (2021)
Ertan Kazikli, Sinan Gezici, Serdar Yüksel
Signaling Games in Higher Dimensions: Geometric Properties of Equilibrium Partitions. WiOpt (2021)
Ian Hogeboom-Burr, Serdar Yüksel
Continuity Properties of Value Functions in Information Structures for Stochastic Team Problems and Zero-Sum and General Games. CDC (2021)
Ertan Kazikli, Serkan Saritas, Sinan Gezici, Serdar Yüksel
Optimal Signaling with Mismatch in Priors of an Encoder and Decoder. CoRR (2021)
Sina Sanjari, Serdar Yüksel
Optimal Solutions to Infinite-Player Stochastic Teams and Mean-Field Teams. IEEE Trans. Autom. Control. 66 (3) (2021)
Meysam Ghomi, Tamás Linder, Serdar Yüksel
Zero-Delay Lossy Coding of Linear Vector Markov Sources: Optimality of Stationary Codes and Near Optimality of Finite Memory Codes. CoRR (2021)
Christoph Kawan, Serdar Yüksel
Invariance Properties of Controlled Stochastic Nonlinear Systems Under Information Constraints. IEEE Trans. Autom. Control. 66 (10) (2021)
Sina Sanjari, Serdar Yüksel
Optimal Policies for Convex Symmetric Stochastic Dynamic Teams and their Mean-Field Limit. SIAM J. Control. Optim. 59 (2) (2021)
Curtis McDonald, Serdar Yüksel
Robustness to Incorrect Priors and Controlled Filter Stability in Partially Observed Stochastic Control. CoRR (2021)
Nicolás Garcia, Christoph Kawan, Serdar Yüksel
Ergodicity of Controlled Stochastic Nonlinear Systems under Information Constraints: Refined Bounds via Splitting. CDC (2021)
Ertan Kazikli, Sinan Gezici, Serdar Yüksel
Signaling Games in Higher Dimensions: Geometric Properties of Equilibrium Solutions. CoRR (2021)
Ali Devran Kara, Serdar Yüksel
Convergence and Near Optimality of Q-Learning with Finite Memory for Partially Observed Models. CDC (2021)
Sina Sanjari, Tamer Basar, Serdar Yüksel
Policy-Dependent and Policy-Independent Static Reduction of Stochastic Dynamic Teams and Games and Fragility of Equivalence Properties. CDC (2021)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity. CoRR (2021)
Ertan Kazikli, Serkan Saritas, Sinan Gezici, Tamás Linder, Serdar Yüksel
Signaling Games for Arbitrary Distributions: Number of Bins and Properties of Equilibria. CoRR (2020)
Ali Devran Kara, Serdar Yüksel
Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes. CoRR (2020)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect System Models in Stochastic Control. SIAM J. Control. Optim. 58 (2) (2020)
Ertan Kazikli, Sinan Gezici, Serdar Yüksel
Quadratic Privacy-Signaling Games and Payoff Dominant Equilibria. ISIT (2020)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect Models in Average-Cost Optimal Stochastic Control. CoRR (2020)
Naci Saldi, Serdar Yüksel, Tamás Linder
Asymptotic Optimality of Finite Model Approximations for Partially Observed Markov Decision Processes With Discounted Cost. IEEE Trans. Autom. Control. 65 (1) (2020)
Nuh Aygün Dalkiran, Serdar Yüksel
Stochastic Control Approach to Reputation Games. IEEE Trans. Autom. Control. 65 (11) (2020)
Meysam Ghomi, Tamás Linder, Serdar Yüksel
-Valued Linear Markov Sources with Quadratic Cost. CDC (2020)
Ertan Kazikli, Sinan Gezici, Serdar Yüksel
Quadratic Privacy-Signaling Games, Payoff Dominant Equilibria and the Information Bottleneck Problem. CoRR (2020)
Sina Sanjari, Naci Saldi, Serdar Yüksel
Independently Randomized Symmetric Policies are Optimal for Exchangeable Stochastic Teams with Infinitely Many Decision Makers. CDC (2020)
Curtis McDonald, Fady Alajaji, Serdar Yüksel
Two-Way Gaussian Networks With a Jammer and Decentralized Control. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Serdar Yüksel
A Universal Dynamic Program and Refined Existence Results for Decentralized Stochastic Control. SIAM J. Control. Optim. 58 (5) (2020)
Christoph Kawan, Serdar Yüksel
Metric and Topological Entropy Bounds for Optimal Coding of Stochastic Dynamical Systems. IEEE Trans. Autom. Control. 65 (6) (2020)
Serkan Saritas, Serdar Yüksel, Sinan Gezici
Dynamic signaling games with quadratic criteria under Nash and Stackelberg equilibria. Autom. 115 (2020)
Ian Hogeboom-Burr, Serdar Yüksel
Comparison of Information Structures for Zero-Sum Games in Standard Borel Spaces. ISIT (2020)
Ali Devran Kara, Maxim Raginsky, Serdar Yüksel
Robustness to Incorrect Models in Average-Cost Optimal Stochastic Control. CDC (2019)
Serkan Sariotakas, Philippe Furrer, Sinan Gezici, Tamás Linder, Serdar Yüksel
On the Number of Bins in Equilibria for Signaling Games. ISIT (2019)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Reinforcement Learning for Decentralized Stochastic Control. CDC (2019)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect Priors in Partially Observed Stochastic Control. SIAM J. Control. Optim. 57 (3) (2019)
Sina Sanjari, Serdar Yüksel
Convex Symmetric Stochastic Dynamic Teams and Their Mean-Field Limit. CDC (2019)
Christoph Kawan, Serdar Yüksel
Stochastic stabilization of dynamical systems over communication channels. CoRR (2019)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
On Weak Feller Continuity Properties of Non-linear Filters. CDC (2019)
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Decentralized Q-Learning with Constant Aspirations in Stochastic Games. ACSSC (2019)
Serkan Saritas, Philippe Furrer, Sinan Gezici, Tamás Linder, Serdar Yüksel
On the Number of Bins in Equilibria for Signaling Games. CoRR (2019)
Curtis McDonald, Serdar Yüksel
Observability and Filter Stability for Partially Observed Markov Processes. CDC (2019)
Serkan Saritas, Sinan Gezici, Serdar Yüksel
Hypothesis Testing Under Subjective Priors and Costs as a Signaling Game. IEEE Trans. Signal Process. 67 (19) (2019)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
Weak Feller property of non-linear filters. Syst. Control. Lett. 134 (2019)
Serdar Yüksel
A Note on the Separation of Optimal Quantization and Control Policies in Networked Control. SIAM J. Control. Optim. 57 (1) (2019)
Christoph Kawan, Serdar Yüksel
. ITW (2019)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect System Models and Application to Data-Driven Learning in Stochastic Control. CoRR (2018)
Serkan Saritas, Sinan Gezici, Serdar Yüksel
Binary Signaling under Subjective Priors and Costs as a Game. CDC (2018)
Christoph Kawan, Serdar Yüksel
On Optimal Coding of Non-Linear Dynamical Systems. IEEE Trans. Inf. Theory 64 (10) (2018)
Ali Devran Kara, Serdar Yüksel
Robustness to incorrect priors in partially observed stochastic control. CoRR (2018)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect System Models in Stochastic Control and Application to Data-Driven Learning. CDC (2018)
Serdar Yüksel
Witsenhausen's Standard Form Revisited: A General Dynamic Program for Decentralized Stochastic Control and Existence Results. CDC (2018)
Curtis McDonald, Serdar Yüksel
Stability of Non-Linear Filters, Observability and Relative Entropy. Allerton (2018)
Sina Sanjari, Serdar Yüksel
Optimal Stochastic Teams with Infinitely Many Decision Makers and Mean-Field Teams. CDC (2018)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect Priors in Infinite Horizon Stochastic Control. CDC (2018)
Curtis McDonald, Fady Alajaji, Serdar Yüksel
Two-Way Gaussian Channels with an Intelligent Jammer. ACC (2018)
Gürdal Arslan, Serdar Yüksel
Decentralized Q-Learning for Stochastic Teams and Games. IEEE Trans. Autom. Control. 62 (4) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Serdar Yüksel