Controllability and stabilizability analysis of signed consensus networks. - Siavash Alemzadeh; Mathias Hudoba de Badyn; Mehran Mesbahi (CCTA, 2017)

Controllability and data-driven identification of bipartite consensus on nonlinear signed networks. - Mathias Hudoba de Badyn; Siavash Alemzadeh; Mehran Mesbahi (CDC, 2017)

Linear Model Regression on Time-series Data: Non-asymptotic Error Bounds and Applications. - Atiye Alaeddini; Siavash Alemzadeh; Afshin Mesbahi; Mehran Mesbahi (CDC, 2018)

Influence Models on Layered Uncertain Networks: A Guaranteed-Cost Design Perspective. - Siavash Alemzadeh; Mehran Mesbahi (CDC, 2018)

Distributed Q-Learning for Dynamically Decoupled Systems. - Siavash Alemzadeh; Mehran Mesbahi (ACC, 2019)

Distributed Learning in Network Games: a Dual Averaging Approach. - Shahriar Talebi; Siavash Alemzadeh; Lillian J. Ratliff; Mehran Mesbahi (CDC, 2019)

Online Regulation of Unstable Linear Systems from a Single Trajectory. - Shahriar Talebi; Siavash Alemzadeh; Niyousha Rahimi; Mehran Mesbahi (CDC, 2020)

Resource Allocation for Infrastructure Resilience using Artificial Neural Networks. - Siavash Alemzadeh; Hesam Talebiyan; Shahriar Talebi; Leonardo Dueñas-Osorio; Mehran Mesbahi (ICTAI, 2020)

Online Regulation of Unstable LTI Systems from a Single Trajectory. - Shahriar Talebi; Siavash Alemzadeh; Niyousha Rahimi; 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)

Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond. - Siavash Alemzadeh; Ramin Moslemi; Ratnesh Sharma; Mehran Mesbahi (CoRR, 2020)

Distributed Model-Free Policy Iteration for Networks of Homogeneous Systems. - Shahriar Talebi; Siavash Alemzadeh; Mehran Mesbahi (CDC, 2021)

D3PI: Data-Driven Distributed Policy Iteration for Homogeneous Interconnected Systems. - Siavash Alemzadeh; Shahriar Talebi; Mehran Mesbahi (CoRR, 2021)

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)

Data-Driven Structured Policy Iteration for Homogeneous Distributed Systems. - Siavash Alemzadeh; Shahriar Talebi; Mehran Mesbahi (IEEE Trans. Autom. Control., 2024)