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  3. 2003.11290
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An Energy-based Approach to Ensure the Stability of Learned Dynamical
  Systems
v1v2 (latest)

An Energy-based Approach to Ensure the Stability of Learned Dynamical Systems

IEEE International Conference on Robotics and Automation (ICRA), 2020
25 March 2020
Matteo Saveriano
ArXiv (abs)PDFHTML

Papers citing "An Energy-based Approach to Ensure the Stability of Learned Dynamical Systems"

12 / 12 papers shown
A Robust Task-Level Control Architecture for Learned Dynamical Systems
A Robust Task-Level Control Architecture for Learned Dynamical Systems
Eshika Pathak
Ahmed Aboudonia
Sandeep Banik
Naira Hovakimyan
114
0
0
12 Nov 2025
Fusion Dynamical Systems with Machine Learning in Imitation Learning: A
  Comprehensive Overview
Fusion Dynamical Systems with Machine Learning in Imitation Learning: A Comprehensive Overview
Yingbai Hu
Fares J. Abu-Dakka
Fei Chen
Xiao Luo
Zheng Li
Alois C. Knoll
Weiping Ding
AI4CE
269
16
0
29 Mar 2024
Scalable and Efficient Continual Learning from Demonstration via a
  Hypernetwork-generated Stable Dynamics Model
Scalable and Efficient Continual Learning from Demonstration via a Hypernetwork-generated Stable Dynamics Model
Sayantan Auddy
Jakob J. Hollenstein
Matteo Saveriano
Antonio Rodríguez-Sánchez
J. Piater
338
9
0
06 Nov 2023
Learning Orbitally Stable Systems for Diagrammatically Teaching
Learning Orbitally Stable Systems for Diagrammatically Teaching
Weiming Zhi
Tianyi Zhang
Matthew Johnson-Roberson
193
3
0
19 Sep 2023
Imitation Learning-based Visual Servoing for Tracking Moving Objects
Imitation Learning-based Visual Servoing for Tracking Moving ObjectsInternational Workshop on Human Friendly Robotics (HFR), 2023
Rocco Felici
Matteo Saveriano
L. Roveda
Antonio Paolillo
180
1
0
14 Sep 2023
A Shared Control Approach Based on First-Order Dynamical Systems and
  Closed-Loop Variable Stiffness Control
A Shared Control Approach Based on First-Order Dynamical Systems and Closed-Loop Variable Stiffness ControlJournal of Intelligent and Robotic Systems (J Intell Robot Syst), 2023
Haotian Xue
Youssef Michel
Dongheui Lee
144
5
0
19 Jul 2023
A Passivity-based Approach for Variable Stiffness Control with Dynamical
  Systems
A Passivity-based Approach for Variable Stiffness Control with Dynamical SystemsIEEE Transactions on Automation Science and Engineering (IEEE TASE), 2023
Youssef Michel
Matteo Saveriano
Dongheui Lee
200
16
0
18 Jul 2023
Learning and Extrapolation of Robotic Skills using Task-Parameterized
  Equation Learner Networks
Learning and Extrapolation of Robotic Skills using Task-Parameterized Equation Learner Networks
Hector M. Perez-Villeda
J. Piater
Matteo Saveriano
149
11
0
16 Dec 2022
Learning Stable Robotic Skills on Riemannian Manifolds
Learning Stable Robotic Skills on Riemannian Manifolds
Matteo Saveriano
Fares J. Abu-Dakka
Ville Kyrki
332
26
0
28 Aug 2022
Learning Stable Dynamical Systems for Visual Servoing
Learning Stable Dynamical Systems for Visual ServoingIEEE International Conference on Robotics and Automation (ICRA), 2022
Antonio Paolillo
Matteo Saveriano
174
6
0
12 Apr 2022
Continual Learning from Demonstration of Robotics Skills
Continual Learning from Demonstration of Robotics Skills
Sayantan Auddy
Jakob J. Hollenstein
Matteo Saveriano
A. Rodríguez-Sánchez
J. Piater
310
34
0
14 Feb 2022
Periodic DMP formulation for Quaternion Trajectories
Periodic DMP formulation for Quaternion TrajectoriesInternational Conference on Advanced Robotics (ICAR), 2021
Fares J. Abu-Dakka
Matteo Saveriano
L. Peternel
122
18
0
20 Oct 2021
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