Local Koopman Operators For Data Driven Control Of Robotic Systems

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Overview of Local Koopman Operators For Data Driven Control Of Robotic Systems

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Full Derivative-Based Koopman Operators for Real-Time Control of Robotic Systems Update

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Leveraging Data and the Koopman Operator to Make Soft Robots More Capable Guide

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SIAM DS21: Michael Banks - Koopman Mode Analysis and Control of a Soft Robotic Arm

Amit Surana: Data Driven Koopman Operator Theoretic Framework for Nonlinear System...

Robust & Interpretable Learning for Operator Theoretic Modeling of Non-linear Dynamics

Nonlinear System Identification of Soft Robot Dynamics Using Koopman Operator Theory - ICRA 2019

[ACC 2022] Robust Model Predictive Control with Data-Driven Koopman Operators

Koopman Operator Based Data Driven Identification of Tethered Subsatellite Deployment Dynamics

Modeling and Control of Soft Robots Using the Koopman Operator and Model Predictive Control

Koopman Operator-Based Data-Driven Identification of Tethered Subsatellite Deployment Dynamics

Deep Koopman with Control: Spectral Analysis of Soft Robot Dynamics

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Last Updated: October 27, 2026

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Data-driven Control of Soft Robots Using Koopman Operator Theory Guide

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Summary

Daniel Bruder Assistant Professor, Mechanical Engineering University of Michigan Abstract: Soft This is the accompanying video for our paper entitled " Abstract. Due to their inherent flexibility and versatility, soft This seminar was originally aired on October 3rd, 2016. The full title of this seminar is: Shaowu Pan's PhD Dissertation Defense (Dec 14, 2020) This dissertation focuses on the advancement of theory and algorithms ... MERL Intern Giorgos Mamakoukas presents his paper titled "Robust Model Predictive Waqas A. Manzoor, Graduate Student, University of Michigan-Dearborn Samir A. Rawashdeh, Ph.D., Associate Professor, ... Naoto Komeno*, Brendan Michael*, Katharina Küchler, Edgar Anarossi and Takamitsu Matsubara Nara Institute of Science and ...

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