Kara, Ali Devran
- 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
- Robustness to incorrect system models in stochastic control
2018/03/16 by Kara, Ali Devran, Yüksel, Serdar · 3 citations
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- 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
- Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity
2021/11/12 by Kara, Ali Devran, Saldi, Naci, Yüksel, Serdar · 3 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Robustness to incorrect priors in partially observed stochastic control
2018/03/14 by Kara, Ali Devran, Yüksel, Serdar · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- 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
- Weak Feller Property of Non-linear Filters
2018/12/13 by Kara, Ali Devran, Saldi, Naci, Yüksel, Serdar · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- 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