Serdar Yüksel

1. Asymptotic Optimality of Finite Approximations to Markov Decision\n Processes with Borel Spaces
   2015/03/07 by Naci Saldı, Saldi, Naci, Serdar Yüksel +3 · 4 citations
   Computer Science · #FOS: Electrical engineering #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes
   2020/10/14 by Ali̇ Devran Kara, Serdar Yüksel, Kara, Ali Devran +1 · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
3. Convergence of Finite Memory Q-Learning for POMDPs and Near Optimality of Learned Policies under Filter Stability
   2021/03/22 by Ali̇ Devran Kara, Kara, Ali Devran, Serdar Yüksel +1 · 3 citations
   Computer Science · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Stabilization of Linear Systems Over Gaussian Networks
   2013/07/29 by Ali A. Zaidi, Tobias J. Oechtering, Zaidi, Ali A. +5 · 1 citation
   Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Stability and Control of Uncertain Systems
5. On the Existence of Optimal Policies for a Class of Static and\n Sequential Dynamic Teams
   2014/04/04 by Abhishek Gupta, Serdar Yüksel, Gupta, Abhishek +5 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Auction Theory and Applications #Evolutionary Game Theory and Cooperation #FOS: Electrical engineering #FOS: Mathematics #Game Theory and Applications #Game Theory and Voting Systems #Optimization and Control (math.OC) #Probability (math.PR) #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Optimal Zero Delay Coding of Markov Sources: Stationary and Finite\n Memory Codes
   2016/06/29 by Richard G. Wood, Tamás Linder, Wood, Richard G. +3 · 1 citation
   Engineering · Computer Science · #Wireless Communication Security Techniques #Cooperative Communication and Network Coding #Cellular Automata and Applications
7. Robustness of Stochastic Optimal Control to Approximate Diffusion Models under Several Cost Evaluation Criteria
   2022/05/12 by Somnath Pradhan, Pradhan, Somnath, Serdar Yüksel +1 · 2 citations
   Engineering · #60J60 #Advanced Control Systems Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Prmary: 93E20 #secondary: 49J55
8. Optimality of Independently Randomized Symmetric Policies for Exchangeable Stochastic Teams with Infinitely Many Decision Makers
   2020/08/26 by Sina Sanjari, Naci Saldı, Sanjari, Sina +3 · 2 citations
   Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #FOS: Mathematics #Game Theory and Applications #Game Theory and Voting Systems #Optimization and Control (math.OC)
9. Convex Analytic Method Revisited: Further Optimality Results and Performance of Deterministic Policies in Average Cost Stochastic Control
   2021/03/11 by Ari Arapostathis, Serdar Yüksel, Arapostathis, Ari +1 · 1 citation
   Decision Sciences · Mathematics · Economics, Econometrics and Finance · #Risk and Portfolio Optimization #Markov Chains and Monte Carlo Methods #Climate Change Policy and Economics
10. Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments
    2023/10/31 by Ali̇ Devran Kara, Serdar Yüksel, Kara, Ali Devran +1 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Economic Policies and Impacts #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
11. On Borkar and Young Relaxed Control Topologies and Continuous Dependence of Invariant Measures on Control Policy
    2023/04/16 by Serdar Yüksel, Yüksel, Serdar · 1 citation
    Mathematics · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC)
12. Robustness to Model Approximation, Model Learning From Data, and Sample Complexity in Wasserstein Regular MDPs
    2024/10/18 by Yichen Zhou, Zhou, Yichen, Yanglei Song +3 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #cs.SY #eess.SY #math.OC
13. Paths to Equilibrium in Games
    2024/03/26 by Bora Yongacoglu, Gürdal Arslan, Yongacoglu, Bora +5 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Economic theories and models #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG)
14. Controlled Diffusions under Full, Partial and Decentralized Information: Existence of Optimal Policies and Discrete-Time Approximations
    2023/11/06 by Somnath Pradhan, Serdar Yüksel, Pradhan, Somnath +1 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #60J60 #91A15 secondary: 49K45 #93A14 #Auction Theory and Applications #Climate Change Policy and Economics #Economic Policies and Impacts #FOS: Mathematics #Optimization and Control (math.OC) #primary: 93E20
15. Partially Observed Optimal Stochastic Control: Regularity, Optimality, Approximations, and Learning
    2024/12/09 by Ali̇ Devran Kara, Serdar Yüksel, Kara, Ali Devran +1 · 2 citations
    Engineering · #Advanced Control Systems Optimization
16. Generalization Bounds on Optimal Control for Transformer Training and Wasserstein Distributional Robustness
    2026/07/30 by Kağan Akman, Naci Saldi, Serdar Yüksel
    Computer Science · Mathematics · #cs.LG #math.OC #msc:93E20 #msc:68T07 #msc:90C17 #msc:49Q22 #msc:49L20 #msc:60B10 #msc:49J45