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2020 – today
- 2024
[j22]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): 1437-1464 (2024)- [c20]Sina Sanjari, Naci Saldi, Serdar Yüksel:
Large Decentralized Continuous-Time Convex Stochastic Teams and Their Mean-Field Limits. ACC 2024: 1616-1621 - [i27]Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi
:
Maximum Causal Entropy Inverse Reinforcement Learning for Mean-Field Games. CoRR abs/2401.06566 (2024) - [i26]Naci Saldi, Sina Sanjari, Serdar Yüksel:
Quantum Markov Decision Processes Part I: General Theory, Approximations, and Classes of Policies. CoRR abs/2402.14649 (2024) - [i25]Naci Saldi, Sina Sanjari, Serdar Yüksel:
Quantum Markov Decision Processes Part II: Optimal Solutions and Algorithms. CoRR abs/2402.14651 (2024) - [i24]Naci Saldi:
Best Ergodic Averages via Optimal Graph Filters in Reversible Markov Chains. CoRR abs/2405.18995 (2024) - [i23]Naci Saldi, Gürdal Arslan, Serdar Yüksel:
Existence of ε-Nash Equilibria in Nonzero-Sum Borel Stochastic Games and Equilibria of Quantized Models. CoRR abs/2411.10805 (2024) - 2023
- [j21]Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi:
Q-Learning in Regularized Mean-field Games. Dyn. Games Appl. 13(1): 89-117 (2023) - [j20]Naci Saldi, Tamer Basar, Maxim Raginsky:
Partially Observed Discrete-Time Risk-Sensitive Mean Field Games. Dyn. Games Appl. 13(3): 929-960 (2023) - [j19]Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi:
Learning Mean-Field Games with Discounted and Average Costs. J. Mach. Learn. Res. 24: 17:1-17:59 (2023) - [j18]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: 199:1-199:34 (2023) - [j17]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): 1254-1285 (2023) - [c19]Sina Sanjari, Naci Saldi, Serdar Yüksel:
Nash Equilibria for Exchangeable Team against Team Games and their Mean Field Limit. ACC 2023: 1104-1109 - [i22]Naci Saldi:
Linear Mean-Field Games with Discounted Cost. CoRR abs/2301.06074 (2023) - [i21]Naci Saldi:
Common Information Approach for Static Team Problems with Polish Spaces and Existence of Optimal Policies. CoRR abs/2309.07571 (2023) - [i20]Ugur Aydin, Naci Saldi:
Robustness and Approximation of Discrete-time Mean-field Games under Discounted Cost Criterion. CoRR abs/2310.10828 (2023) - 2022
- [i19]Sina Sanjari, Naci Saldi, Serdar Yüksel:
Nash Equilibria for Exchangeable Team against Team Games and their Mean Field Limit. CoRR abs/2210.07339 (2022) - 2021
- [j16]Naci Saldi:
Regularized stochastic team problems. Syst. Control. Lett. 149: 104876 (2021) - [j15]Naci Saldi:
Large deviations principle for discrete-time mean-field games. Syst. Control. Lett. 157: 105042 (2021) - [c18]Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi:
Learning in Discrete-time Average-cost Mean-field Games. CDC 2021: 3048-3053 - [i18]Naci Saldi:
Large Deviations Principle for Discrete-time Mean-field Games. CoRR abs/2102.07865 (2021) - [i17]Ali Devran Kara, Naci Saldi, Serdar Yüksel:
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity. CoRR abs/2111.06781 (2021) - 2020
- [j14]Naci Saldi, Tamer Basar, Maxim Raginsky:
Approximate Markov-Nash Equilibria for Discrete-Time Risk-Sensitive Mean-Field Games. Math. Oper. Res. 45(4): 1596-1620 (2020) - [j13]Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi:
Value iteration algorithm for mean-field games. Syst. Control. Lett. 143: 104744 (2020) - [j12]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): 130-142 (2020) - [j11]Naci Saldi:
A Topology for Team Policies and Existence of Optimal Team Policies in Stochastic Team Theory. IEEE Trans. Autom. Control. 65(1): 310-317 (2020) - [c17]Sina Sanjari, Naci Saldi, Serdar Yüksel:
Independently Randomized Symmetric Policies are Optimal for Exchangeable Stochastic Teams with Infinitely Many Decision Makers. CDC 2020: 5986-5991 - [i16]Naci Saldi, Tamer Basar, Maxim Raginsky:
Partially Observed Discrete-Time Risk-Sensitive Mean Field Games. CoRR abs/2003.11987 (2020) - [i15]Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi:
Q-Learning in Regularized Mean-field Games. CoRR abs/2003.12151 (2020) - [i14]Naci Saldi:
Regularized Stochastic Team Problems. CoRR abs/2011.03385 (2020)
2010 – 2019
- 2019
- [j10]Naci Saldi, Tamer Basar, Maxim Raginsky:
Approximate Nash Equilibria in Partially Observed Stochastic Games with Mean-Field Interactions. Math. Oper. Res. 44(3): 1006-1033 (2019) - [j9]Ali Devran Kara, Naci Saldi, Serdar Yüksel:
Weak Feller property of non-linear filters. Syst. Control. Lett. 134 (2019) - [j8]Naci Saldi:
Finite-State Approximations to Discounted and Average Cost Constrained Markov Decision Processes. IEEE Trans. Autom. Control. 64(7): 2681-2696 (2019) - [c16]Naci Saldi, Tamer Basar, Maxim Raginsky:
Partially-Observed Discrete-Time Risk-Sensitive Mean-Field Games. CDC 2019: 317-322 - [c15]Ali Devran Kara, Naci Saldi, Serdar Yüksel:
On Weak Feller Continuity Properties of Non-linear Filters. CDC 2019: 654-659 - [i13]Naci Saldi:
Discrete-time average-cost mean-field games on Polish spaces. CoRR abs/1908.08793 (2019) - [i12]Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi:
Value Iteration Algorithm for Mean-field Games. CoRR abs/1909.01758 (2019) - [i11]Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi:
Fitted Q-Learning in Mean-field Games. CoRR abs/1912.13309 (2019) - 2018
- [j7]Naci Saldi, Tamer Basar, Maxim Raginsky:
Markov-Nash Equilibria in Mean-Field Games with Discounted Cost. SIAM J. Control. Optim. 56(6): 4256-4287 (2018) - [c14]Naci Saldi:
A Topology for Policies in Decentralized Stochastic Control and Existence of Optimal Policies. CDC 2018: 5038-5043 - [i10]Naci Saldi, Tamer Basar, Maxim Raginsky:
Discrete-time Risk-sensitive Mean-field Games. CoRR abs/1808.03929 (2018) - 2017
- [j6]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): 945-978 (2017) - [j5]Serdar Yüksel, Naci Saldi:
Convex Analysis in Decentralized Stochastic Control, Strategic Measures, and Optimal Solutions. SIAM J. Control. Optim. 55(1): 1-28 (2017) - [j4]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): 2360-2373 (2017) - [c13]Naci Saldi, Tamer Basar, Maxim Raginsky:
Markov-Nash equilibria in mean-field games with discounted cost. ACC 2017: 3676-3681 - [i9]Naci Saldi, Tamer Basar, Maxim Raginsky:
Approximate Nash Equilibria in Partially Observed Stochastic Games with Mean-Field Interactions. CoRR abs/1705.02036 (2017) - [i8]Naci Saldi, Serdar Yüksel, Tamás Linder:
Finite Model Approximations for Partially Observed Markov Decision Processes with Discounted Cost. CoRR abs/1710.07009 (2017) - [i7]Naci Saldi:
A topology for Team Policies and Existence of Optimal Team Policies in Stochastic Team Theory. CoRR abs/1711.00639 (2017) - 2016
- [c12]Serdar Yüksel, Naci Saldi:
Strategic measures approach to decentralized stochastic control. Allerton 2016: 838-843 - [c11]Naci Saldi, Serdar Yüksel, Tamás Linder:
Asymptotic optimality of finite representations and quantized policies in team problems and Witsenhausen's counterexample. ACC 2016: 7237-7242 - [c10]Naci Saldi, Serdar Yüksel, Tamás Linder:
Finite model approximations and asymptotic optimality of quantized policies in decentralized stochastic control. CDC 2016: 5189-5194 - [c9]Serdar Yüksel, Naci Saldi:
Convex analysis in decentralized stochastic control and strategic measures. CDC 2016: 6050-6055 - [i6]Naci Saldi, Tamer Basar, Maxim Raginsky:
Markov-Nash Equilibria in Mean-Field Games with Discounted Cost. CoRR abs/1612.07878 (2016) - 2015
- [j3]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): 553-558 (2015) - [j2]Naci Saldi, Tamás Linder, Serdar Yüksel:
Randomized Quantization and Source Coding With Constrained Output Distribution. IEEE Trans. Inf. Theory 61(1): 91-106 (2015) - [j1]Naci Saldi, Tamás Linder, Serdar Yüksel:
Output Constrained Lossy Source Coding With Limited Common Randomness. IEEE Trans. Inf. Theory 61(9): 4984-4998 (2015) - [c8]Naci Saldi, Serdar Yüksel, Tamás Linder:
Finite-state approximations to constrained Markov decision processes with Borel spaces. Allerton 2015: 567-572 - [c7]Naci Saldi, Tamás Linder, Serdar Yüksel:
Finite state approximations of Markov decision processes with general state and action spaces. ACC 2015: 3589-3594 - [c6]Naci Saldi, Serdar Yüksel, Tamás Linder:
Finite-state approximation of Markov decision processes with unbounded costs and Borel spaces. CDC 2015: 5085-5090 - [i5]Naci Saldi, Serdar Yüksel, Tamás Linder:
Asymptotic Optimality of Finite Approximations to Markov Decision Processes with General State and Action Spaces. CoRR abs/1503.02244 (2015) - [i4]Naci Saldi, Serdar Yüksel, Tamás Linder:
Finite Model Approximations and Asymptotic Optimality of Quantized Policies in Decentralized Stochastic Control. CoRR abs/1511.04657 (2015) - 2014
- [c5]Naci Saldi, Tamás Linder, Serdar Yüksel:
Randomized source coding with limited common randomness. Allerton 2014: 83-87 - [c4]Naci Saldi, Tamás Linder, Serdar Yüksel:
Asymptotic optimality of quantized policies in stochastic control under weak continuity conditions. CDC 2014: 1079-1084 - [i3]Naci Saldi, Tamás Linder, Serdar Yüksel:
Output Constrained Lossy Source Coding with Limited Common Randomness. CoRR abs/1411.5767 (2014) - 2013
- [c3]Naci Saldi, Tamás Linder, Serdar Yüksel:
Approximation of stationary control policies by quantized control in Markov decision processes. Allerton 2013: 78-84 - [c2]Naci Saldi, Tamás Linder, Serdar Yüksel:
Randomized quantization and optimal design with a marginal constraint. ISIT 2013: 2349-2353 - [i2]Naci Saldi, Tamás Linder, Serdar Yüksel:
Randomized Quantization and Source Coding with Constrained Output Distribution. CoRR abs/1309.2915 (2013) - [i1]Naci Saldi, Tamás Linder, Serdar Yüksel:
Quantized Stationary Control Policies in Markov Decision Processes. CoRR abs/1310.5770 (2013) - 2012
- [c1]Ziya Gurkan Figen, Naci Saldi:
Blind image restoration by employing an optimized wiener filter. SIU 2012: 1-4
Coauthor Index
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