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Tamer Başar

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Independent RL for Cooperative-Competitive Agents: A Mean-Field Perspective

Mar 17, 2024
Muhammad Aneeq uz Zaman, Alec Koppel, Mathieu Laurière, Tamer Başar

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Learning How to Strategically Disclose Information

Mar 13, 2024
Raj Kiriti Velicheti, Melih Bastopcu, S. Rasoul Etesami, Tamer Başar

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Policy Optimization for PDE Control with a Warm Start

Mar 01, 2024
Xiangyuan Zhang, Saviz Mowlavi, Mouhacine Benosman, Tamer Başar

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Controlgym: Large-Scale Safety-Critical Control Environments for Benchmarking Reinforcement Learning Algorithms

Nov 30, 2023
Xiangyuan Zhang, Weichao Mao, Saviz Mowlavi, Mouhacine Benosman, Tamer Başar

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Global Convergence of Receding-Horizon Policy Search in Learning Estimator Designs

Sep 09, 2023
Xiangyuan Zhang, Saviz Mowlavi, Mouhacine Benosman, Tamer Başar

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Revisiting LQR Control from the Perspective of Receding-Horizon Policy Gradient

Feb 25, 2023
Xiangyuan Zhang, Tamer Başar

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Learning the Kalman Filter with Fine-Grained Sample Complexity

Jan 30, 2023
Xiangyuan Zhang, Bin Hu, Tamer Başar

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An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods

Nov 16, 2022
Yanli Liu, Kaiqing Zhang, Tamer Başar, Wotao Yin

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Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies

Oct 10, 2022
Bin Hu, Kaiqing Zhang, Na Li, Mehran Mesbahi, Maryam Fazel, Tamer Başar

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Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path

Aug 26, 2022
Muhammad Aneeq uz Zaman, Alec Koppel, Sujay Bhatt, Tamer Başar

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