Naci Saldi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 51

Top Topics

Markov Decision Process

Partially Observed

Stochastic Control

Nash Equilibria

Top Venues

IEEE Trans. Autom. Control.

Publications

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)
Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
Maximum Causal Entropy Inverse Reinforcement Learning for Mean-Field Games. CoRR (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)
Naci Saldi
Best Ergodic Averages via Optimal Graph Filters in Reversible Markov Chains. CoRR (2024)
Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
Learning Mean-Field Games with Discounted and Average Costs. J. Mach. Learn. Res. 24 (2023)
Ugur Aydin, Naci Saldi
Robustness and Approximation of Discrete-time Mean-field Games under Discounted Cost Criterion. CoRR (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)
Naci Saldi
Common Information Approach for Static Team Problems with Polish Spaces and Existence of Optimal Policies. CoRR (2023)
Naci Saldi, Tamer Basar, Maxim Raginsky
Partially Observed Discrete-Time Risk-Sensitive Mean Field Games. Dyn. Games Appl. 13 (3) (2023)
Naci Saldi
Linear Mean-Field Games with Discounted Cost. CoRR (2023)
Sina Sanjari, Naci Saldi, Serdar Yüksel
Nash Equilibria for Exchangeable Team against Team Games and their Mean Field Limit. ACC (2023)
Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
Q-Learning in Regularized Mean-field Games. Dyn. Games Appl. 13 (1) (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)
Sina Sanjari, Naci Saldi, Serdar Yüksel
Nash Equilibria for Exchangeable Team against Team Games and their Mean Field Limit. CoRR (2022)
Naci Saldi
Regularized stochastic team problems. Syst. Control. Lett. 149 (2021)
Naci Saldi
Large deviations principle for discrete-time mean-field games. Syst. Control. Lett. 157 (2021)
Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
Learning in Discrete-time Average-cost Mean-field Games. CDC (2021)
Naci Saldi
Large Deviations Principle for Discrete-time Mean-field Games. CoRR (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)
Naci Saldi
A Topology for Team Policies and Existence of Optimal Team Policies in Stochastic Team Theory. IEEE Trans. Autom. Control. 65 (1) (2020)
Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
Q-Learning in Regularized Mean-field Games. CoRR (2020)
Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
Value iteration algorithm for mean-field games. Syst. Control. Lett. 143 (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)
Naci Saldi, Tamer Basar, Maxim Raginsky
Partially Observed Discrete-Time Risk-Sensitive Mean Field Games. 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)
Naci Saldi, Tamer Basar, Maxim Raginsky
Approximate Markov-Nash Equilibria for Discrete-Time Risk-Sensitive Mean-Field Games. Math. Oper. Res. 45 (4) (2020)
Naci Saldi
Regularized Stochastic Team Problems. CoRR (2020)
Naci Saldi
Finite-State Approximations to Discounted and Average Cost Constrained Markov Decision Processes. IEEE Trans. Autom. Control. 64 (7) (2019)
Naci Saldi, Tamer Basar, Maxim Raginsky
Partially-Observed Discrete-Time Risk-Sensitive Mean-Field Games. CDC (2019)
Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
Fitted Q-Learning in Mean-field Games. CoRR (2019)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
On Weak Feller Continuity Properties of Non-linear Filters. CDC (2019)
Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
Value Iteration Algorithm for Mean-field Games. CoRR (2019)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
Weak Feller property of non-linear filters. Syst. Control. Lett. 134 (2019)
Naci Saldi, Tamer Basar, Maxim Raginsky
Approximate Nash Equilibria in Partially Observed Stochastic Games with Mean-Field Interactions. Math. Oper. Res. 44 (3) (2019)
Naci Saldi
Discrete-time average-cost mean-field games on Polish spaces. CoRR (2019)
Naci Saldi, Tamer Basar, Maxim Raginsky
Markov-Nash Equilibria in Mean-Field Games with Discounted Cost. SIAM J. Control. Optim. 56 (6) (2018)
Naci Saldi, Tamer Basar, Maxim Raginsky
Discrete-time Risk-sensitive Mean-field Games. CoRR (2018)
Naci Saldi
A Topology for Policies in Decentralized Stochastic Control and Existence of Optimal Policies. CDC (2018)
Naci Saldi, Tamer Basar, Maxim Raginsky
Approximate Nash Equilibria in Partially Observed Stochastic Games with Mean-Field Interactions. CoRR (2017)
Naci Saldi, Tamer Basar, Maxim Raginsky
Markov-Nash equilibria in mean-field games with discounted cost. ACC (2017)
Naci Saldi, Serdar Yüksel, Tamás Linder
Finite Model Approximations and Asymptotic Optimality of Quantized Policies in Decentralized Stochastic Control. IEEE Trans. Autom. Control. 62 (5) (2017)
Naci Saldi, Serdar Yüksel, Tamás Linder
Finite Model Approximations for Partially Observed Markov Decision Processes with Discounted Cost. CoRR (2017)
Serdar Yüksel, Naci Saldi
Convex Analysis in Decentralized Stochastic Control, Strategic Measures, and Optimal Solutions. SIAM J. Control. Optim. 55 (1) (2017)
Naci Saldi, Serdar Yüksel, Tamás Linder
On the Asymptotic Optimality of Finite Approximations to Markov Decision Processes with Borel Spaces. Math. Oper. Res. 42 (4) (2017)
Naci Saldi
A topology for Team Policies and Existence of Optimal Team Policies in Stochastic Team Theory. CoRR (2017)
Serdar Yüksel, Naci Saldi
Strategic measures approach to decentralized stochastic control. Allerton (2016)
Naci Saldi, Tamer Basar, Maxim Raginsky
Markov-Nash Equilibria in Mean-Field Games with Discounted Cost. CoRR (2016)
Naci Saldi, Serdar Yüksel, Tamás Linder
Finite model approximations and asymptotic optimality of quantized policies in decentralized stochastic control. CDC (2016)
Naci Saldi, Serdar Yüksel, Tamás Linder
Asymptotic optimality of finite representations and quantized policies in team problems and Witsenhausen's counterexample. ACC (2016)
Serdar Yüksel, Naci Saldi
Convex analysis in decentralized stochastic control and strategic measures. CDC (2016)
Naci Saldi, Serdar Yüksel, Tamás Linder
Finite Model Approximations and Asymptotic Optimality of Quantized Policies in Decentralized Stochastic Control. CoRR (2015)
Naci Saldi, Serdar Yüksel, Tamás Linder
Asymptotic Optimality of Finite Approximations to Markov Decision Processes with General State and Action Spaces. CoRR (2015)
Naci Saldi, Tamás Linder, Serdar Yüksel
Finite state approximations of Markov decision processes with general state and action spaces. ACC (2015)
Naci Saldi, Serdar Yüksel, Tamás Linder
Finite-state approximation of Markov decision processes with unbounded costs and Borel spaces. CDC (2015)
Naci Saldi, Tamás Linder, Serdar Yüksel
Output Constrained Lossy Source Coding With Limited Common Randomness. IEEE Trans. Inf. Theory 61 (9) (2015)
Naci Saldi, Tamás Linder, Serdar Yüksel
Asymptotic Optimality and Rates of Convergence of Quantized Stationary Policies in Stochastic Control. IEEE Trans. Autom. Control. 60 (2) (2015)
Naci Saldi, Tamás Linder, Serdar Yüksel
Randomized Quantization and Source Coding With Constrained Output Distribution. IEEE Trans. Inf. Theory 61 (1) (2015)
Naci Saldi, Serdar Yüksel, Tamás Linder
Finite-state approximations to constrained Markov decision processes with Borel spaces. Allerton (2015)
Naci Saldi, Tamás Linder, Serdar Yüksel
Asymptotic optimality of quantized policies in stochastic control under weak continuity conditions. CDC (2014)
Naci Saldi, Tamás Linder, Serdar Yüksel
Output Constrained Lossy Source Coding with Limited Common Randomness. CoRR (2014)
Naci Saldi, Tamás Linder, Serdar Yüksel
Randomized source coding with limited common randomness. Allerton (2014)
Naci Saldi, Tamás Linder, Serdar Yüksel
Randomized Quantization and Source Coding with Constrained Output Distribution. CoRR (2013)
Naci Saldi, Tamás Linder, Serdar Yüksel
Randomized quantization and optimal design with a marginal constraint. ISIT (2013)
Naci Saldi, Tamás Linder, Serdar Yüksel
Quantized Stationary Control Policies in Markov Decision Processes. CoRR (2013)
Naci Saldi, Tamás Linder, Serdar Yüksel
Approximation of stationary control policies by quantized control in Markov decision processes. Allerton (2013)
Ziya Gurkan Figen, Naci Saldi
Blind image restoration by employing an optimized wiener filter. SIU (2012)