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Mehran Mesbahi

Data-Guided Regulator for Adaptive Nonlinear Control

Nov 20, 2023
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Duality-Based Stochastic Policy Optimization for Estimation with Unknown Noise Covariances

Oct 26, 2022
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Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies

Oct 10, 2022
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Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond

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Jul 21, 2020
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Deep Learning-based Resource Allocation for Infrastructure Resilience

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Jul 12, 2020
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Online Regulation of Unstable LTI Systems from a Single Trajectory

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Jun 09, 2020
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Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator

Oct 21, 2018
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Online Distributed Optimization on Dynamic Networks

Dec 22, 2014
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