Siavash Alemzadeh

15 papers B 1C 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Data-Driven Structured Policy Iteration for Homogeneous Distributed Systems.
IEEE Trans. Autom. Control.
Siavash Alemzadeh, Shahriar Talebi, Mehran Mesbahi
2022 J jnl
On Regularizability and Its Application to Online Control of Unstable LTI Systems.
IEEE Trans. Autom. Control.
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
2021 J jnl
D3PI: Data-Driven Distributed Policy Iteration for Homogeneous Interconnected Systems.
CoRR
Siavash Alemzadeh, Shahriar Talebi, Mehran Mesbahi
2021 — conf
Distributed Model-Free Policy Iteration for Networks of Homogeneous Systems.
CDC
Shahriar Talebi, Siavash Alemzadeh, Mehran Mesbahi
2020 J jnl
Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond.
CoRR
Siavash Alemzadeh, Ramin Moslemi, Ratnesh Sharma, Mehran Mesbahi
2020 J jnl
Deep Learning-based Resource Allocation for Infrastructure Resilience.
CoRR
Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Dueñas-Osorio, Mehran Mesbahi
2020 J jnl
Online Regulation of Unstable LTI Systems from a Single Trajectory.
CoRR
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
2020 — conf
Online Regulation of Unstable Linear Systems from a Single Trajectory.
CDC
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
2020 B conf
Resource Allocation for Infrastructure Resilience using Artificial Neural Networks.
ICTAI
Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Dueñas-Osorio, Mehran Mesbahi
2019 — conf
Distributed Learning in Network Games: a Dual Averaging Approach.
CDC
Shahriar Talebi, Siavash Alemzadeh, Lillian J. Ratliff, Mehran Mesbahi
2019 C conf
Distributed Q-Learning for Dynamically Decoupled Systems.
ACC
Siavash Alemzadeh, Mehran Mesbahi
2018 — conf
Influence Models on Layered Uncertain Networks: A Guaranteed-Cost Design Perspective.
CDC
Siavash Alemzadeh, Mehran Mesbahi
2018 — conf
Linear Model Regression on Time-series Data: Non-asymptotic Error Bounds and Applications.
CDC
Atiye Alaeddini, Siavash Alemzadeh, Afshin Mesbahi, Mehran Mesbahi
2017 — conf
Controllability and data-driven identification of bipartite consensus on nonlinear signed networks.
CDC
Mathias Hudoba de Badyn, Siavash Alemzadeh, Mehran Mesbahi
2017 — conf
Controllability and stabilizability analysis of signed consensus networks.
CCTA
Siavash Alemzadeh, Mathias Hudoba de Badyn, Mehran Mesbahi