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



Siavash Alemzadeh , Ramin Moslemi , Ratnesh Sharma , Mehran Mesbahi


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Deep Learning-based Resource Allocation for Infrastructure Resilience



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



Shahriar Talebi , Siavash Alemzadeh , Niyousha Rahimi , Mehran Mesbahi


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