Siavash Alemzadeh

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 14

Top Topics

Resource Allocation

Distributed Learning

Using Artificial Neural Networks

Top Venues

Publications

Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
On Regularizability and Its Application to Online Control of Unstable LTI Systems. IEEE Trans. Autom. Control. 67 (12) (2022)
Siavash Alemzadeh, Shahriar Talebi, Mehran Mesbahi
D3PI: Data-Driven Distributed Policy Iteration for Homogeneous Interconnected Systems. CoRR (2021)
Shahriar Talebi, Siavash Alemzadeh, Mehran Mesbahi
Distributed Model-Free Policy Iteration for Networks of Homogeneous Systems. CDC (2021)
Siavash Alemzadeh, Ramin Moslemi, Ratnesh Sharma, Mehran Mesbahi
Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond. CoRR (2020)
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
Online Regulation of Unstable Linear Systems from a Single Trajectory. CDC (2020)
Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Dueñas-Osorio, Mehran Mesbahi
Deep Learning-based Resource Allocation for Infrastructure Resilience. CoRR (2020)
Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Dueñas-Osorio, Mehran Mesbahi
Resource Allocation for Infrastructure Resilience using Artificial Neural Networks. ICTAI (2020)
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
Online Regulation of Unstable LTI Systems from a Single Trajectory. CoRR (2020)
Shahriar Talebi, Siavash Alemzadeh, Lillian J. Ratliff, Mehran Mesbahi
Distributed Learning in Network Games: a Dual Averaging Approach. CDC (2019)
Siavash Alemzadeh, Mehran Mesbahi
Distributed Q-Learning for Dynamically Decoupled Systems. ACC (2019)
Siavash Alemzadeh, Mehran Mesbahi
Influence Models on Layered Uncertain Networks: A Guaranteed-Cost Design Perspective. CDC (2018)
Atiye Alaeddini, Siavash Alemzadeh, Afshin Mesbahi, Mehran Mesbahi
Linear Model Regression on Time-series Data: Non-asymptotic Error Bounds and Applications. CDC (2018)
Siavash Alemzadeh, Mathias Hudoba de Badyn, Mehran Mesbahi
Controllability and stabilizability analysis of signed consensus networks. CCTA (2017)
Mathias Hudoba de Badyn, Siavash Alemzadeh, Mehran Mesbahi
Controllability and data-driven identification of bipartite consensus on nonlinear signed networks. CDC (2017)