Siavash Alemzadeh

According to our database, Siavash Alemzadeh authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Data-Driven Structured Policy Iteration for Homogeneous Distributed Systems.

Siavash Alemzadeh, Shahriar Talebi, Mehran Mesbahi

IEEE Trans. Autom. Control., September, 2024

2022

On Regularizability and Its Application to Online Control of Unstable LTI Systems.

Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi

IEEE Trans. Autom. Control., 2022

2021

D3PI: Data-Driven Distributed Policy Iteration for Homogeneous Interconnected Systems.

Siavash Alemzadeh, Shahriar Talebi, Mehran Mesbahi

CoRR, 2021

Distributed Model-Free Policy Iteration for Networks of Homogeneous Systems.

Shahriar Talebi, Siavash Alemzadeh, Mehran Mesbahi

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

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

Siavash Alemzadeh, Ramin Moslemi, Ratnesh Sharma, Mehran Mesbahi

CoRR, 2020

Deep Learning-based Resource Allocation for Infrastructure Resilience.

Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Dueñas-Osorio, Mehran Mesbahi

CoRR, 2020

Online Regulation of Unstable LTI Systems from a Single Trajectory.

Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi

CoRR, 2020

Resource Allocation for Infrastructure Resilience using Artificial Neural Networks.

Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Dueñas-Osorio, Mehran Mesbahi

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Online Regulation of Unstable Linear Systems from a Single Trajectory.

Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Distributed Learning in Network Games: a Dual Averaging Approach.

Shahriar Talebi, Siavash Alemzadeh, Lillian J. Ratliff, Mehran Mesbahi

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Distributed Q-Learning for Dynamically Decoupled Systems.

Siavash Alemzadeh, Mehran Mesbahi

Proceedings of the 2019 American Control Conference, 2019

2018

Influence Models on Layered Uncertain Networks: A Guaranteed-Cost Design Perspective.

Siavash Alemzadeh, Mehran Mesbahi

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Linear Model Regression on Time-series Data: Non-asymptotic Error Bounds and Applications.

Atiye Alaeddini, Siavash Alemzadeh, Afshin Mesbahi, Mehran Mesbahi

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Controllability and data-driven identification of bipartite consensus on nonlinear signed networks.

Mathias Hudoba de Badyn, Siavash Alemzadeh, Mehran Mesbahi

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Controllability and stabilizability analysis of signed consensus networks.

Siavash Alemzadeh, Mathias Hudoba de Badyn, Mehran Mesbahi

Proceedings of the IEEE Conference on Control Technology and Applications, 2017