26 citations · 61 across the 24 of their papers we have counts for
8 papers · 1 filter
Optimal mass transport and kernel density estimation for state-dependent networked dynamic systems
Mathias Hudoba de Badyn, Utku Eren, Behcet Acikmese +1
State-dependent networked dynamical systems are ones where the interconnections between agents change as a function of the states of the agents. Such systems are highly nonlinear,…
Distributed Q-Learning for Dynamically Decoupled Systems
Siavash Alemzadeh, Mehran Mesbahi
Control of large-scale networked systems often necessitates the availability of complex models for the interactions amongst the agents. However in many applications, building accur…
Mass-spring-damper Networks for Distributed Optimization in Non-Euclidean Spaces
Yue Yu, Behçet Açıkmeşe, Mehran Mesbahi
We consider the problem of minimizing the sum of non-smooth convex functions in non-Euclidean spaces, e.g., probability simplex, via only local computation and communication on an…
Influence Models on Layered Uncertain Networks: A Guaranteed-Cost Design Perspective
Siavash Alemzadeh, Mehran Mesbahi
Control and estimation on large-scale social networks often necessitate the availability of models for the interactions amongst the agents. However characterizing accurate models o…
Linear Model Regression on Time-series Data: Non-asymptotic Error Bounds and Applications
Atiye Alaeddini, Siavash Alemzadeh, Afshin Mesbahi +1
Data-driven methods for modeling dynamic systems have received considerable attention as they provide a mechanism for control synthesis directly from the observed time-series data.…
Controllability Analysis of Threshold Graphs and Cographs
Shima Sadat Mousavi, Mohammad Haeri, Mehran Mesbahi
In this paper, we investigate the controllability of a linear time-invariant network following a Laplacian dynamics defined on a threshold graph. In this direction, an algorithm fo…