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Sina Sanjari
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Optimal solutions to infinite-player stochastic teams and mean-field teams
S Sanjari, S Yüksel
IEEE Transactions on Automatic Control 66 (3), 1071-1086, 2020
192020
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, 2020
182020
Optimal policies for convex symmetric stochastic dynamic teams and their mean-field limit
S Sanjari, S Yuksel
SIAM Journal on Control and Optimization 59 (2), 777-804, 2021
172021
Isomorphism Properties of Optimality and Equilibrium Solutions under Equivalent Information Structure Transformations: Stochastic Dynamic Games and Teams
S Sanjari, T Başar, S Yüksel
SIAM Journal on Control and Optimization, 2023
82023
Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach
B Hou, S Sanjari, N Dahlin, S Bose, U Vaidya
Proceedings of the International Conference on Machine Learning (ICML), 2023
62023
Nash Equilibria for Exchangeable Team against Team Games, their Mean Field Limit, and Role of Common Randomness
S Sanjari, N Saldi, S Yüksel
arXiv preprint arXiv:2210.07339, 2022
5*2022
Convex symmetric stochastic dynamic teams and their mean-field limit
S Sanjari, S Yüksel
2019 IEEE 58th Conference on Decision and Control (CDC), 4662-4667, 2019
52019
Policy-dependent and policy-independent static reduction of stochastic dynamic teams and games and fragility of equivalence properties
S Sanjari, T Başar, S Yüksel
2021 60th IEEE Conference on Decision and Control (CDC), 6231-6236, 2021
42021
Optimal stochastic teams with infinitely many decision makers and Mean-field teams
S Sanjari, S Yüksel
2018 IEEE Conference on Decision and Control (CDC), 4123-4128, 2018
42018
Incentive designs for stackelberg games with a large number of followers and their mean-field limits
S Sanjari, S Bose, T Başar
arXiv preprint arXiv:2207.10611, 2022
22022
Compressed decentralized learning of conditional mean embedding operators in reproducing kernel hilbert spaces
B Hou, S Sanjari, N Dahlin, S Bose
Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 7902-7909, 2023
12023
Signaling-based Robust Incentive Designs with Randomized Monitoring
S Sanjari, S Bose, T Başar
IFAC-PapersOnLine 56 (2), 1754-1759, 2023
12023
Independently randomized symmetric policies are optimal for exchangeable stochastic teams with infinitely many decision makers
S Sanjari, N Saldi, S Yüksel
2020 59th IEEE Conference on Decision and Control (CDC), 5986-5991, 2020
12020
Optimality of Decentralized Symmetric Policies for Stochastic Teams with Mean-Field Information Sharing
S Sanjari, N Saldi, S Yüksel
arXiv preprint arXiv:2404.04957, 2024
2024
Quantum Markov Decision Processes Part I: General Theory, Approximations, and Classes of Policies
N Saldi, S Sanjari, S Yuksel
arXiv preprint arXiv:2402.14649, 2024
2024
Quantum Markov Decision Processes Part II: Optimal Solutions and Algorithms
N Saldi, S Sanjari, S Yuksel
arXiv preprint arXiv:2402.14651, 2024
2024
Decentralized Stochastic Control with Many Decision Makers and their Mean-Field Limit
S Sanjari
Queen's University (Canada), 2021
2021
ON STOCHASTIC TEAMS WITH COUNTABLY MANY DECISION MAKERS
SS SANJARI
2017
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Articles 1–18