16 citations · 20 across the 8 of their papers we have counts for
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eess.SY2021★ 1 cited
Data-Driven Structured Policy Iteration for Homogeneous Distributed Systems
Siavash Alemzadeh, Shahriar Talebi, Mehran Mesbahi
Control of networked systems, comprised of interacting agents, is often achieved through modeling the underlying interactions. Constructing accurate models of such interactions--in…
eess.SY2020★ 16 cited
On Regularizability and its Application to Online Control of Unstable LTI Systems
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi +1
Learning, say through direct policy updates, often requires assumptions such as knowing a priori that the initial policy (gain) is stabilizing, or persistently exciting (PE) input-…