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10/23/2021
Deep Structured Teams in Arbitrary-Size Linear Networks: Decentralized Estimation, Optimal Control and Separation Principle
In this article, we introduce decentralized Kalman filters for linear qu...
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11/29/2020
Reinforcement Learning in Linear Quadratic Deep Structured Teams: Global Convergence of Policy Gradient Methods
In this paper, we study the global convergence of model-based and model-...
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11/29/2020
Reinforcement Learning in Nonzero-sum Linear Quadratic Deep Structured Games: Global Convergence of Policy Optimization
We study model-based and model-free policy optimization in a class of no...
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10/06/2020