Yuksel, Serdar
- 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
- 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
- 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
- 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
- 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
- Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments
2023/10/31 by Ali̇ Devran Kara, Kara, Ali Devran, Serdar Yüksel +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
- Reinforcement Learning for Near-Optimal Design of Zero-Delay Codes for Markov Sources
2023/11/21 by Liam Cregg, Tamás Linder, Cregg, Liam +3 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Wireless Communication Security Techniques
- Q-Learning for Continuous State and Action MDPs under Average Cost Criteria
2023/08/15 by Kara, Ali Devran, Yuksel, Serdar · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- 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