Physics-Informed Learning for the Friction Modeling of High-Ratio Harmonic Drives
Fuente:
arXiv
Saved in:
| Main Authors: | Sorrentino, Ines, Romualdi, Giulio, Bergonti, Fabio, ĽErario, Giuseppe, Traversaro, Silvio, Pucci, Daniele |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physics-Informed Neural Networks with Unscented Kalman Filter for Sensorless Joint Torque Estimation in Humanoid Robots
by: Sorrentino, Ines, et al.
Published: (2025)
by: Sorrentino, Ines, et al.
Published: (2025)
UKF-Based Sensor Fusion for Joint-Torque Sensorless Humanoid Robots
by: Sorrentino, Ines, et al.
Published: (2024)
by: Sorrentino, Ines, et al.
Published: (2024)
Whole-Body Trajectory Optimization for Robot Multimodal Locomotion
by: L'Erario, Giuseppe, et al.
Published: (2022)
by: L'Erario, Giuseppe, et al.
Published: (2022)
Online DNN-driven Nonlinear MPC for Stylistic Humanoid Robot Walking with Step Adjustment
by: Romualdi, Giulio, et al.
Published: (2024)
by: Romualdi, Giulio, et al.
Published: (2024)
A Flexible MATLAB/Simulink Simulator for Robotic Floating-base Systems in Contact with the Ground: Theoretical background and Implementation Details
by: Guedelha, Nuno, et al.
Published: (2024)
by: Guedelha, Nuno, et al.
Published: (2024)
XBG: End-to-end Imitation Learning for Autonomous Behaviour in Human-Robot Interaction and Collaboration
by: Cardenas-Perez, Carlos, et al.
Published: (2024)
by: Cardenas-Perez, Carlos, et al.
Published: (2024)
Stabilizing Humanoid Robot Trajectory Generation via Physics-Informed Learning and Control-Informed Steering
by: D'Elia, Evelyn, et al.
Published: (2025)
by: D'Elia, Evelyn, et al.
Published: (2025)
From CAD to URDF: Co-Design of a Jet-Powered Humanoid Robot Including CAD Geometry
by: Vanteddu, Punith Reddy, et al.
Published: (2024)
by: Vanteddu, Punith Reddy, et al.
Published: (2024)
Co-Design Optimisation of Morphing Topology and Control of Winged Drones
by: Bergonti, Fabio, et al.
Published: (2023)
by: Bergonti, Fabio, et al.
Published: (2023)
CAD-Driven Co-Design for Flight-Ready Jet-Powered Humanoids
by: Vanteddu, Punith Reddy, et al.
Published: (2025)
by: Vanteddu, Punith Reddy, et al.
Published: (2025)
Physics-Informed Learning for Human Whole-Body Kinematics Prediction via Sparse IMUs
by: Guo, Cheng, et al.
Published: (2025)
by: Guo, Cheng, et al.
Published: (2025)
iRonCub 3: The Jet-Powered Flying Humanoid Robot
by: Gorbani, Davide, et al.
Published: (2025)
by: Gorbani, Davide, et al.
Published: (2025)
Towards Shared Embodied Intelligence in Humanoid Robots through Optimization Development and Testing of the Human Aware ergoCub Robot
by: Sartore, Carlotta, et al.
Published: (2026)
by: Sartore, Carlotta, et al.
Published: (2026)
Unified Multi-Rate Model Predictive Control for a Jet-Powered Humanoid Robot
by: Gorbani, Davide, et al.
Published: (2025)
by: Gorbani, Davide, et al.
Published: (2025)
Automatic Gain Tuning for Humanoid Robots Walking Architectures Using Gradient-Free Optimization Techniques
by: Sartore, Carlotta, et al.
Published: (2024)
by: Sartore, Carlotta, et al.
Published: (2024)
Online Non-linear Centroidal MPC for Humanoid Robots Payload Carrying with Contact-Stable Force Parametrization
by: Elobaid, Mohamed, et al.
Published: (2023)
by: Elobaid, Mohamed, et al.
Published: (2023)
A Framework for Optimal Ankle Design of Humanoid Robots
by: Cervettini, Guglielmo, et al.
Published: (2025)
by: Cervettini, Guglielmo, et al.
Published: (2025)
iCub3 Avatar System: Enabling Remote Fully-Immersive Embodiment of Humanoid Robots
by: Dafarra, Stefano, et al.
Published: (2022)
by: Dafarra, Stefano, et al.
Published: (2022)
Data-fused MPC with Guarantees: Application to Flying Humanoid Robots
by: Gorbani, Davide, et al.
Published: (2025)
by: Gorbani, Davide, et al.
Published: (2025)
Remote telepresence over large distances via robot avatars: case studies
by: Elobaid, Mohamed, et al.
Published: (2024)
by: Elobaid, Mohamed, et al.
Published: (2024)
Learning to Walk and Fly with Adversarial Motion Priors
by: L'Erario, Giuseppe, et al.
Published: (2023)
by: L'Erario, Giuseppe, et al.
Published: (2023)
Adaptive Non-linear Centroidal MPC with Stability Guarantees for Robust Locomotion of Legged Robots
by: Elobaid, Mohamed, et al.
Published: (2024)
by: Elobaid, Mohamed, et al.
Published: (2024)
Learning Aerodynamics for the Control of Flying Humanoid Robots
by: Paolino, Antonello, et al.
Published: (2025)
by: Paolino, Antonello, et al.
Published: (2025)
High-Slip-Ratio Control for Peak Tire-Road Friction Estimation Using Automated Vehicles
by: Liang, Zhaohui, et al.
Published: (2026)
by: Liang, Zhaohui, et al.
Published: (2026)
Learning Transferable Friction Models and LuGre Identification Via Physics-Informed Neural Networks
by: Ozmen, Asutay, et al.
Published: (2025)
by: Ozmen, Asutay, et al.
Published: (2025)
Extended Friction Models for the Physics Simulation of Servo Actuators
by: Duclusaud, Marc, et al.
Published: (2024)
by: Duclusaud, Marc, et al.
Published: (2024)
ROS2WASM: Bringing the Robot Operating System to the Web
by: Fischer, Tobias, et al.
Published: (2024)
by: Fischer, Tobias, et al.
Published: (2024)
Physics-informed Machine Learning for Static Friction Modeling in Robotic Manipulators Based on Kolmogorov-Arnold Networks
by: Wang, Yizheng, et al.
Published: (2025)
by: Wang, Yizheng, et al.
Published: (2025)
Before Parc Fermé: RL-Time Pruning for Efficient Embodied LLMs in Autonomous Driving
by: Benfenati, Luca, et al.
Published: (2026)
by: Benfenati, Luca, et al.
Published: (2026)
Learning to Model Diverse Driving Behaviors in Highly Interactive Autonomous Driving Scenarios with Multi-Agent Reinforcement Learning
by: Weiwei, Liu, et al.
Published: (2024)
by: Weiwei, Liu, et al.
Published: (2024)
Friction-Aware Safety Locomotion for Wheeled-legged Robots using Vision Language Models and Reinforcement Learning
by: Peng, Bo, et al.
Published: (2024)
by: Peng, Bo, et al.
Published: (2024)
Impact of Static Friction on Sim2Real in Robotic Reinforcement Learning
by: Hu, Xiaoyi, et al.
Published: (2025)
by: Hu, Xiaoyi, et al.
Published: (2025)
On-Line Learning for Planning and Control of Underactuated Robots with Uncertain Dynamics
by: Turrisi, Giulio, et al.
Published: (2025)
by: Turrisi, Giulio, et al.
Published: (2025)
Interpretable Robotic Friction Learning via Symbolic Regression
by: Scholl, Philipp, et al.
Published: (2025)
by: Scholl, Philipp, et al.
Published: (2025)
Pixi: Unified Software Development and Distribution for Robotics and AI
by: Fischer, Tobias, et al.
Published: (2025)
by: Fischer, Tobias, et al.
Published: (2025)
AnyNav: Visual Neuro-Symbolic Friction Learning for Off-road Navigation
by: Fu, Taimeng, et al.
Published: (2025)
by: Fu, Taimeng, et al.
Published: (2025)
Robustness Assessment of Assemblies in Frictional Contact
by: Nadeau, Philippe, et al.
Published: (2024)
by: Nadeau, Philippe, et al.
Published: (2024)
Friction Estimation for In-Hand Planar Motion
by: Waltersson, Gabriel Arslan, et al.
Published: (2025)
by: Waltersson, Gabriel Arslan, et al.
Published: (2025)
Variable-Friction In-Hand Manipulation for Arbitrary Objects via Diffusion-Based Imitation Learning
by: Yan, Qiyang, et al.
Published: (2025)
by: Yan, Qiyang, et al.
Published: (2025)
Frictional Contact Solving for Material Point Method
by: Ménager, Etienne, et al.
Published: (2026)
by: Ménager, Etienne, et al.
Published: (2026)
Similar Items
-
Physics-Informed Neural Networks with Unscented Kalman Filter for Sensorless Joint Torque Estimation in Humanoid Robots
by: Sorrentino, Ines, et al.
Published: (2025) -
UKF-Based Sensor Fusion for Joint-Torque Sensorless Humanoid Robots
by: Sorrentino, Ines, et al.
Published: (2024) -
Whole-Body Trajectory Optimization for Robot Multimodal Locomotion
by: L'Erario, Giuseppe, et al.
Published: (2022) -
Online DNN-driven Nonlinear MPC for Stylistic Humanoid Robot Walking with Step Adjustment
by: Romualdi, Giulio, et al.
Published: (2024) -
A Flexible MATLAB/Simulink Simulator for Robotic Floating-base Systems in Contact with the Ground: Theoretical background and Implementation Details
by: Guedelha, Nuno, et al.
Published: (2024)