Blind image restoration by employing an optimized wiener filter. - Ziya Gurkan Figen; Naci Saldi (SIU, 2012)

Approximation of stationary control policies by quantized control in Markov decision processes. - Naci Saldi; Tamás Linder; Serdar Yüksel (Allerton, 2013)

Randomized quantization and optimal design with a marginal constraint. - Naci Saldi; Tamás Linder; Serdar Yüksel (ISIT, 2013)

Quantized Stationary Control Policies in Markov Decision Processes. - Naci Saldi; Tamás Linder; Serdar Yüksel (CoRR, 2013)

Randomized source coding with limited common randomness. - Naci Saldi; Tamás Linder; Serdar Yüksel (Allerton, 2014)

Asymptotic optimality of quantized policies in stochastic control under weak continuity conditions. - Naci Saldi; Tamás Linder; Serdar Yüksel (CDC, 2014)

Finite-state approximations to constrained Markov decision processes with Borel spaces. - Naci Saldi; Serdar Yüksel; Tamás Linder (Allerton, 2015)

Finite state approximations of Markov decision processes with general state and action spaces. - Naci Saldi; Tamás Linder; Serdar Yüksel (ACC, 2015)

Finite-state approximation of Markov decision processes with unbounded costs and Borel spaces. - Naci Saldi; Serdar Yüksel; Tamás Linder (CDC, 2015)

Asymptotic Optimality of Finite Approximations to Markov Decision Processes with General State and Action Spaces. - Naci Saldi; Serdar Yüksel; Tamás Linder (CoRR, 2015)

Asymptotic Optimality and Rates of Convergence of Quantized Stationary Policies in Stochastic Control. - Naci Saldi; Tamás Linder; Serdar Yüksel (IEEE Trans. Autom. Control., 2015)

Randomized Quantization and Source Coding With Constrained Output Distribution. - Naci Saldi; Tamás Linder; Serdar Yüksel (IEEE Trans. Inf. Theory, 2015)

Output Constrained Lossy Source Coding With Limited Common Randomness. - Naci Saldi; Tamás Linder; Serdar Yüksel (IEEE Trans. Inf. Theory, 2015)

Strategic measures approach to decentralized stochastic control. - Serdar Yüksel; Naci Saldi (Allerton, 2016)

Asymptotic optimality of finite representations and quantized policies in team problems and Witsenhausen's counterexample. - Naci Saldi; Serdar Yüksel; Tamás Linder (ACC, 2016)

Convex analysis in decentralized stochastic control and strategic measures. - Serdar Yüksel; Naci Saldi (CDC, 2016)

Finite Model Approximations for Partially Observed Markov Decision Processes with Discounted Cost. - Naci Saldi; Serdar Yüksel; Tamás Linder (CoRR, 2017)

On the Asymptotic Optimality of Finite Approximations to Markov Decision Processes with Borel Spaces. - Naci Saldi; Serdar Yüksel; Tamás Linder (Math. Oper. Res., 2017)

Convex Analysis in Decentralized Stochastic Control, Strategic Measures, and Optimal Solutions. - Serdar Yüksel; Naci Saldi (SIAM J. Control. Optim., 2017)

Finite Model Approximations and Asymptotic Optimality of Quantized Policies in Decentralized Stochastic Control. - Naci Saldi; Serdar Yüksel; Tamás Linder (IEEE Trans. Autom. Control., 2017)

A Topology for Policies in Decentralized Stochastic Control and Existence of Optimal Policies. - Naci Saldi (CDC, 2018)

Discrete-time Risk-sensitive Mean-field Games. - Naci Saldi; Tamer Basar; Maxim Raginsky (CoRR, 2018)

Markov-Nash Equilibria in Mean-Field Games with Discounted Cost. - Naci Saldi; Tamer Basar; Maxim Raginsky (SIAM J. Control. Optim., 2018)

On Weak Feller Continuity Properties of Non-linear Filters. - Ali Devran Kara; Naci Saldi; Serdar Yüksel (CDC, 2019)

Discrete-time average-cost mean-field games on Polish spaces. - Naci Saldi (CoRR, 2019)

Fitted Q-Learning in Mean-field Games. - Berkay Anahtarci; Can Deha Kariksiz; Naci Saldi (CoRR, 2019)

Approximate Nash Equilibria in Partially Observed Stochastic Games with Mean-Field Interactions. - Naci Saldi; Tamer Basar; Maxim Raginsky (Math. Oper. Res., 2019)

Weak Feller property of non-linear filters. - Ali Devran Kara; Naci Saldi; Serdar Yüksel (Syst. Control. Lett., 2019)

Finite-State Approximations to Discounted and Average Cost Constrained Markov Decision Processes. - Naci Saldi (IEEE Trans. Autom. Control., 2019)

Independently Randomized Symmetric Policies are Optimal for Exchangeable Stochastic Teams with Infinitely Many Decision Makers. - Sina Sanjari; Naci Saldi; Serdar Yüksel (CDC, 2020)

Approximate Markov-Nash Equilibria for Discrete-Time Risk-Sensitive Mean-Field Games. - Naci Saldi; Tamer Basar; Maxim Raginsky (Math. Oper. Res., 2020)

Value iteration algorithm for mean-field games. - Berkay Anahtarci; Can Deha Kariksiz; Naci Saldi (Syst. Control. Lett., 2020)

A Topology for Team Policies and Existence of Optimal Team Policies in Stochastic Team Theory. - Naci Saldi (IEEE Trans. Autom. Control., 2020)

Asymptotic Optimality of Finite Model Approximations for Partially Observed Markov Decision Processes With Discounted Cost. - Naci Saldi; Serdar Yüksel; Tamás Linder (IEEE Trans. Autom. Control., 2020)

Learning in Discrete-time Average-cost Mean-field Games. - Berkay Anahtarci; Can Deha Kariksiz; Naci Saldi (CDC, 2021)

Regularized stochastic team problems. - Naci Saldi (Syst. Control. Lett., 2021)

Large deviations principle for discrete-time mean-field games. - Naci Saldi (Syst. Control. Lett., 2021)

Nash Equilibria for Exchangeable Team against Team Games and their Mean Field Limit. - Sina Sanjari; Naci Saldi; Serdar Yüksel (ACC, 2023)

Linear Mean-Field Games with Discounted Cost. - Naci Saldi (CoRR, 2023)

Common Information Approach for Static Team Problems with Polish Spaces and Existence of Optimal Policies. - Naci Saldi (CoRR, 2023)

Robustness and Approximation of Discrete-time Mean-field Games under Discounted Cost Criterion. - Ugur Aydin; Naci Saldi (CoRR, 2023)

Learning Mean-Field Games with Discounted and Average Costs. - Berkay Anahtarci; Can Deha Kariksiz; Naci Saldi (J. Mach. Learn. Res., 2023)

Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity. - Ali Devran Kara; Naci Saldi; Serdar Yüksel (J. Mach. Learn. Res., 2023)

Q-Learning in Regularized Mean-field Games. - Berkay Anahtarci; Can Deha Kariksiz; Naci Saldi (Dyn. Games Appl., 2023)

Optimality of Independently Randomized Symmetric Policies for Exchangeable Stochastic Teams with Infinitely Many Decision Makers. - Sina Sanjari; Naci Saldi; Serdar Yüksel (Math. Oper. Res., 2023)

Partially Observed Discrete-Time Risk-Sensitive Mean Field Games. - Naci Saldi; Tamer Basar; Maxim Raginsky (Dyn. Games Appl., 2023)

Large Decentralized Continuous-Time Convex Stochastic Teams and Their Mean-Field Limits. - Sina Sanjari; Naci Saldi; Serdar Yüksel (ACC, 2024)

Quantum Markov Decision Processes. - Naci Saldi; Sina Sanjari; Serdar Yüksel (CDC, 2024)

Optimality of Decentralized Symmetric Policies for Stochastic Teams with Mean-Field Information Sharing. - Sina Sanjari; Naci Saldi; Serdar Yüksel (CDC, 2024)

Maximum Causal Entropy Inverse Reinforcement Learning for Mean-Field Games. - Berkay Anahtarci; Can Deha Kariksiz; Naci Saldi (CoRR, 2024)

Quantum Markov Decision Processes Part I: General Theory, Approximations, and Classes of Policies. - Naci Saldi; Sina Sanjari; Serdar Yüksel (CoRR, 2024)

Quantum Markov Decision Processes Part II: Optimal Solutions and Algorithms. - Naci Saldi; Sina Sanjari; Serdar Yüksel (CoRR, 2024)

Best Ergodic Averages via Optimal Graph Filters in Reversible Markov Chains. - Naci Saldi (CoRR, 2024)

Existence of ε-Nash Equilibria in Nonzero-Sum Borel Stochastic Games and Equilibria of Quantized Models. - Naci Saldi; Gürdal Arslan; Serdar Yüksel (CoRR, 2024)

Nash Equilibria for Exchangeable Team-Against-Team Games, Their Mean-Field Limit, and the Role of Common Randomness. - Sina Sanjari; Naci Saldi; Serdar Yüksel (SIAM J. Control. Optim., 2024)

Quantum Markov Decision Processes: General Theory, Approximations, and Classes of Policies. - Naci Saldi; Sina Sanjari; Serdar Yüksel (SIAM J. Control. Optim., 2025)

Kernel Mean Embedding Topology: Weak and Strong Forms for Stochastic Kernels and Implications for Model Learning. - Naci Saldi; Serdar Yüksel (CoRR, 2025)

Kernel Based Maximum Entropy Inverse Reinforcement Learning for Mean-Field Games. - Berkay Anahtarci; Can Deha Kariksiz; Naci Saldi (CoRR, 2025)