Concepedia

Hesameddin Mohammadi

HM

7

Publications

164

Citations

7

H-Index

2017

Active since

Affiliations

University of Southern California(Current)

The University of Texas at Dallas

Hesameddin Mohammadi is an author at University of Southern California specializing in engineering, mathematical programming, and numerical analysis.

Top concepts

EngineeringComputer ScienceNumerical AnalysisMathematical ProgrammingMachine LearningApproximation TheoryStochastic OptimizationLinear ProgrammingConvex OptimizationInverse Problems

Publications per year

2017–2021

7

Publications

7

On the Linear Convergence of Random Search for Discrete-Time LQR

Hesameddin Mohammadi, Mahdi Soltanolkotabi, Mihailo R. Jovanović · IEEE Control Systems Letters · 2020 · 50 citations

Linear Convergence, Parameter Space, Random Search Method +14

Global exponential convergence of gradient methods over the nonconvex landscape of the linear quadratic regulator

Hesameddin Mohammadi, Armin Zare, Mahdi Soltanolkotabi et al. · 2019 · 39 citations

Numerical Analysis, Mathematical Programming, Engineering +16

Convergence and Sample Complexity of Gradient Methods for the Model-Free Linear–Quadratic Regulator Problem

Hesameddin Mohammadi, Armin Zare, Mahdi Soltanolkotabi et al. · IEEE Transactions on Automatic Control · 2021 · 19 citations · Full text

Numerical Analysis, Optimal Control Action, Engineering +14

Estimating the region of attraction using polynomial optimization: A converse Lyapunov result

Morgan Jones, Hesameddin Mohammadi, Matthew M. Peet · 2017 · 16 citations

Numerical Analysis, Mathematical Programming, Dynamic Equilibrium +12

Random search for learning the linear quadratic regulator

Hesameddin Mohammadi, Mahdi Soltanolkotabi, Mihailo R. Jovanović · 2020 · 16 citations

Mathematical Programming, Random Search Method, Linear Convergence Rate +12

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