Simultaneous State Estimation and Online Model Learning in a Soft Robotic System
Fuente:
arXiv
Saved in:
| Main Authors: | Ewering, Jan-Hendrik, Bartholdt, Max, Ehlers, Simon F. G., Wahlström, Niklas, Schön, Thomas B., Seel, Thomas |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dual Iterative Learning Control for Multiple-Input Multiple-Output Dynamics with Validation in Robotic Systems
by: Ewering, Jan-Hendrik, et al.
Published: (2025)
by: Ewering, Jan-Hendrik, et al.
Published: (2025)
Learning Dynamics from Input-Output Data with Hamiltonian Gaussian Processes
by: Ewering, Jan-Hendrik, et al.
Published: (2025)
by: Ewering, Jan-Hendrik, et al.
Published: (2025)
Reliable State Estimation in a Truck-Semitrailer Combination using an Artificial Neural Network-Aided Extended Kalman Filter
by: Ewering, Jan-Hendrik, et al.
Published: (2024)
by: Ewering, Jan-Hendrik, et al.
Published: (2024)
Efficient Online Inference and Learning in Partially Known Nonlinear State-Space Models by Learning Expressive Degrees of Freedom Offline
by: Ewering, Jan-Hendrik, et al.
Published: (2024)
by: Ewering, Jan-Hendrik, et al.
Published: (2024)
Structure-Preserving Gaussian Processes Via Discrete Euler-Lagrange Equations
by: Ewering, Jan-Hendrik, et al.
Published: (2026)
by: Ewering, Jan-Hendrik, et al.
Published: (2026)
Adaptive Model-Predictive Control of a Soft Continuum Robot Using a Physics-Informed Neural Network Based on Cosserat Rod Theory
by: Licher, Johann, et al.
Published: (2025)
by: Licher, Johann, et al.
Published: (2025)
Domain-decoupled Physics-informed Neural Networks with Closed-form Gradients for Fast Model Learning of Dynamical Systems
by: Krauss, Henrik, et al.
Published: (2024)
by: Krauss, Henrik, et al.
Published: (2024)
Integrated Model Predictive Control of High-Speed Railway Running Gears with Driven Independently Rotating Wheels
by: Ewering, Jan-Hendrik, et al.
Published: (2023)
by: Ewering, Jan-Hendrik, et al.
Published: (2023)
Autonomous Iterative Motion Learning (AI-MOLE) of a SCARA Robot for Automated Myocardial Injection
by: Meindl, Michael, et al.
Published: (2024)
by: Meindl, Michael, et al.
Published: (2024)
AI-MOLE: Autonomous Iterative Motion Learning for Unknown Nonlinear Dynamics with Extensive Experimental Validation
by: Meindl, Michael, et al.
Published: (2024)
by: Meindl, Michael, et al.
Published: (2024)
Towards Optimized Parallel Robots for Human-Robot Collaboration by Combined Structural and Dimensional Synthesis
by: Mohammad, Aran, et al.
Published: (2024)
by: Mohammad, Aran, et al.
Published: (2024)
Fast Contact Detection via Fusion of Joint and Inertial Sensors for Parallel Robots in Human-Robot Collaboration
by: Mohammad, Aran, et al.
Published: (2025)
by: Mohammad, Aran, et al.
Published: (2025)
Rao-Blackwellized Particle Smoothing for Simultaneous Localization and Mapping
by: Kok, Manon, et al.
Published: (2023)
by: Kok, Manon, et al.
Published: (2023)
SafePR: Unified Approach for Safe Parallel Robots by Contact Detection and Reaction with Redundancy Resolution
by: Mohammad, Aran, et al.
Published: (2025)
by: Mohammad, Aran, et al.
Published: (2025)
Neural Network-Based Virtual Wheel-Speed Sensor for Enhanced Low-Velocity State Estimation
by: Schäfke, Hendrik, et al.
Published: (2026)
by: Schäfke, Hendrik, et al.
Published: (2026)
Simultaneous State Estimation and Contact Detection for Legged Robots by Multiple-Model Kalman Filtering
by: Menner, Marcel, et al.
Published: (2024)
by: Menner, Marcel, et al.
Published: (2024)
Learning-based Nonlinear Model Predictive Control of Articulated Soft Robots using Recurrent Neural Networks
by: Schäfke, Hendrik, et al.
Published: (2024)
by: Schäfke, Hendrik, et al.
Published: (2024)
ODD: Omni Differential Drive for Simultaneous Reconfiguration and Omnidirectional Mobility of Wheeled Robots
by: Zhao, Ziqi, et al.
Published: (2024)
by: Zhao, Ziqi, et al.
Published: (2024)
Moving Horizon Estimation for Simultaneous Localization and Mapping with Robust Estimation Error Bounds
by: Trisovic, Jelena, et al.
Published: (2024)
by: Trisovic, Jelena, et al.
Published: (2024)
Reinforcement Learning Controllers for Soft Robots using Learned Environments
by: Berdica, Uljad, et al.
Published: (2024)
by: Berdica, Uljad, et al.
Published: (2024)
System Identification of Thrust and Torque Characteristics for a Bipedal Robot with Integrated Propulsion
by: Cahill, Thomas
Published: (2025)
by: Cahill, Thomas
Published: (2025)
Collaborative-Online-Learning-Enabled Distributionally Robust Motion Control for Multi-Robot Systems
by: Ning, Chao, et al.
Published: (2025)
by: Ning, Chao, et al.
Published: (2025)
Learning-based Delay Compensation for Enhanced Control of Assistive Soft Robots
by: Alepuz, Adrià Mompó, et al.
Published: (2025)
by: Alepuz, Adrià Mompó, et al.
Published: (2025)
Legged Robot State Estimation within Non-inertial Environments
by: He, Zijian, et al.
Published: (2024)
by: He, Zijian, et al.
Published: (2024)
Model Predictive Control with Reference Learning for Soft Robotic Intracranial Pressure Waveform Modulation
by: Flürenbrock, Fabian, et al.
Published: (2025)
by: Flürenbrock, Fabian, et al.
Published: (2025)
Adaptive Invariant Extended Kalman Filter for Legged Robot State Estimation
by: Kim, Kyung-Hwan, et al.
Published: (2025)
by: Kim, Kyung-Hwan, et al.
Published: (2025)
Transport and Delivery of Objects with a Soft Everting Robot
by: DeVries, Ethan, et al.
Published: (2025)
by: DeVries, Ethan, et al.
Published: (2025)
Object State Estimation Through Robotic Active Interaction for Biological Autonomous Drilling
by: Lin, Xiaofeng, et al.
Published: (2025)
by: Lin, Xiaofeng, et al.
Published: (2025)
Cooperative Integrated Estimation-Guidance for Simultaneous Interception of Moving Targets
by: Gopikannan, Lohitvel, et al.
Published: (2025)
by: Gopikannan, Lohitvel, et al.
Published: (2025)
Optimal Gait Control for a Tendon-driven Soft Quadruped Robot by Model-based Reinforcement Learning
by: Niu, Xuezhi, et al.
Published: (2024)
by: Niu, Xuezhi, et al.
Published: (2024)
Accurate Open-Loop Control of a Soft Continuum Robot Through Visually Learned Latent Representations
by: Krauss, Henrik, et al.
Published: (2026)
by: Krauss, Henrik, et al.
Published: (2026)
SORS: A Modular, High-Fidelity Simulator for Soft Robots
by: Mekkattu, Manuel, et al.
Published: (2025)
by: Mekkattu, Manuel, et al.
Published: (2025)
Optimization-Based System Identification and Moving Horizon Estimation Using Low-Cost Sensors for a Miniature Car-Like Robot
by: Bodmer, Sabrina, et al.
Published: (2024)
by: Bodmer, Sabrina, et al.
Published: (2024)
Simultaneous Position-and-Stiffness Control of Underactuated Antagonistic Tendon-Driven Continuum Robots
by: Yi, Bowen, et al.
Published: (2023)
by: Yi, Bowen, et al.
Published: (2023)
Guiding Soft Robots with Motor-Imagery Brain Signals and Impedance Control
by: Stölzle, Maximilian, et al.
Published: (2024)
by: Stölzle, Maximilian, et al.
Published: (2024)
A Survey on Robotic Prosthetics: Neuroprosthetics, Soft Actuators, and Control Strategies
by: Jyothish, Kumar J., et al.
Published: (2024)
by: Jyothish, Kumar J., et al.
Published: (2024)
Model Predictive Wave Disturbance Rejection for Underwater Soft Robotic Manipulators
by: Walker, Kyle L., et al.
Published: (2024)
by: Walker, Kyle L., et al.
Published: (2024)
An Open-Source Soft Robotic Platform for Autonomous Aerial Manipulation in the Wild
by: Bauer, Erik, et al.
Published: (2024)
by: Bauer, Erik, et al.
Published: (2024)
Learning-based Estimation of Forward Kinematics for an Orthotic Parallel Robotic Mechanism
by: Zhou, Jingzong, et al.
Published: (2025)
by: Zhou, Jingzong, et al.
Published: (2025)
Constraint-Guided Online Data Selection for Scalable Data-Driven Safety Filters in Uncertain Robotic Systems
by: Choi, Jason J., et al.
Published: (2023)
by: Choi, Jason J., et al.
Published: (2023)
Similar Items
-
Dual Iterative Learning Control for Multiple-Input Multiple-Output Dynamics with Validation in Robotic Systems
by: Ewering, Jan-Hendrik, et al.
Published: (2025) -
Learning Dynamics from Input-Output Data with Hamiltonian Gaussian Processes
by: Ewering, Jan-Hendrik, et al.
Published: (2025) -
Reliable State Estimation in a Truck-Semitrailer Combination using an Artificial Neural Network-Aided Extended Kalman Filter
by: Ewering, Jan-Hendrik, et al.
Published: (2024) -
Efficient Online Inference and Learning in Partially Known Nonlinear State-Space Models by Learning Expressive Degrees of Freedom Offline
by: Ewering, Jan-Hendrik, et al.
Published: (2024) -
Structure-Preserving Gaussian Processes Via Discrete Euler-Lagrange Equations
by: Ewering, Jan-Hendrik, et al.
Published: (2026)