Markov--Nash equilibria in mean-field games with discounted cost N Saldi, T Basar, M Raginsky SIAM Journal on Control and Optimization 56 (6), 4256-4287, 2018 | 131 | 2018 |
Q-learning in regularized mean-field games B Anahtarci, CD Kariksiz, N Saldi Dynamic Games and Applications 13 (1), 89-117, 2023 | 79 | 2023 |
On the asymptotic optimality of finite approximations to Markov decision processes with Borel spaces N Saldi, S Yüksel, T Linder Mathematics of Operations Research 42 (4), 945-978, 2017 | 70 | 2017 |
Approximate Nash equilibria in partially observed stochastic games with mean-field interactions N Saldi, T Başar, M Raginsky Mathematics of Operations Research 44 (3), 1006-1033, 2019 | 52 | 2019 |
Convex analysis in decentralized stochastic control, strategic measures, and optimal solutions S Yuksel, N Saldi SIAM Journal on Control and Optimization 55 (1), 1-28, 2017 | 50 | 2017 |
Finite Approximations in discrete-time stochastic control N Saldi, T Linder, S Yüksel Birkhäuser, 2018 | 48 | 2018 |
Approximate Markov-Nash equilibria for discrete-time risk-sensitive mean-field games N Saldi, T Başar, M Raginsky Mathematics of Operations Research 45 (4), 1596-1620, 2020 | 36 | 2020 |
Weak Feller property of non-linear filters AD Kara, N Saldi, S Yüksel Systems & Control Letters 134, 104512, 2019 | 35 | 2019 |
Finite model approximations and asymptotic optimality of quantized policies in decentralized stochastic control N Saldi, S Yüksel, T Linder IEEE Transactions on Automatic Control 62 (5), 2360-2373, 2016 | 33 | 2016 |
Near optimality of quantized policies in stochastic control under weak continuity conditions N Saldi, S Yüksel, T Linder Journal of Mathematical Analysis and Applications 435 (1), 321-337, 2016 | 33 | 2016 |
Fitted Q-learning in mean-field games B Anahtarci, CD Kariksiz, N Saldi arXiv preprint arXiv:1912.13309, 2019 | 30 | 2019 |
Output constrained lossy source coding with limited common randomness N Saldi, T Linder, S Yüksel IEEE Transactions on Information Theory 61 (9), 4984-4998, 2015 | 30 | 2015 |
Value iteration algorithm for mean-field games B Anahtarcı, CD Karıksız, N Saldi Systems & Control Letters 143, 104744, 2020 | 29 | 2020 |
Geometry of information structures, strategic measures and associated stochastic control topologies N Saldi, S Yüksel Probability Surveys 19, 450-532, 2022 | 28 | 2022 |
Asymptotic optimality of finite model approximations for partially observed markov decision processes with discounted cost N Saldi, S Yüksel, T Linder IEEE Transactions on Automatic Control 65 (1), 130-142, 2019 | 27 | 2019 |
Asymptotic optimality and rates of convergence of quantized stationary policies in stochastic control N Saldi, T Linder, S Yüksel IEEE Transactions on Automatic Control 60 (2), 553-558, 2014 | 26 | 2014 |
Optimality of independently randomized symmetric policies for exchangeable stochastic teams with infinitely many decision makers S Sanjari, N Saldi, S Yüksel Mathematics of Operations Research 48 (3), 1254-1285, 2023 | 24 | 2023 |
Q-learning for MDPs with general spaces: Convergence and near optimality via quantization under weak continuity A Kara, N Saldi, S Yüksel Journal of Machine Learning Research 24 (199), 1-34, 2023 | 24 | 2023 |
Partially observed discrete-time risk-sensitive mean field games N Saldi, T Başar, M Raginsky Dynamic Games and Applications 13 (3), 929-960, 2023 | 23 | 2023 |
A topology for team policies and existence of optimal team policies in stochastic team theory N Saldi IEEE Transactions on Automatic Control 65 (1), 310-317, 2019 | 22 | 2019 |