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


Jul 21, 2020
Siavash Alemzadeh, Ramin Moslemi, Ratnesh Sharma, Mehran Mesbahi


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Deep Learning-based Resource Allocation for Infrastructure Resilience


Jul 12, 2020
Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Duenas-Osorio, Mehran Mesbahi


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Online Regulation of Unstable LTI Systems from a Single Trajectory


Jun 09, 2020
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi


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Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator


Oct 21, 2018
Maryam Fazel, Rong Ge, Sham M. Kakade, Mehran Mesbahi


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Online Distributed Optimization on Dynamic Networks


Dec 22, 2014
Saghar Hosseini, Airlie Chapman, Mehran Mesbahi

* Submitted to The IEEE Transactions on Automatic Control, 2014 

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