Sim-to-Real Transfer for Muscle-Actuated Robots via Generalized Actuator Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Schneider, Jan, Mahajan, Mridul, Chen, Le, Guist, Simon, Schölkopf, Bernhard, Posner, Ingmar, Büchler, Dieter |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dexterous Robotic Piano Playing at Scale
by: Chen, Le, et al.
Published: (2025)
by: Chen, Le, et al.
Published: (2025)
Learning to Control Emulated Muscles in Real Robots: Towards Exploiting Bio-Inspired Actuator Morphology
by: Schumacher, Pierre, et al.
Published: (2024)
by: Schumacher, Pierre, et al.
Published: (2024)
Safe & Accurate at Speed with Tendons: A Robot Arm for Exploring Dynamic Motion
by: Guist, Simon, et al.
Published: (2023)
by: Guist, Simon, et al.
Published: (2023)
RP1M: A Large-Scale Motion Dataset for Piano Playing with Bi-Manual Dexterous Robot Hands
by: Zhao, Yi, et al.
Published: (2024)
by: Zhao, Yi, et al.
Published: (2024)
Identifying Policy Gradient Subspaces
by: Schneider, Jan, et al.
Published: (2024)
by: Schneider, Jan, et al.
Published: (2024)
Is Single-View Mesh Reconstruction Ready for Robotics?
by: Nolte, Frederik, et al.
Published: (2025)
by: Nolte, Frederik, et al.
Published: (2025)
DreamUp3D: Object-Centric Generative Models for Single-View 3D Scene Understanding and Real-to-Sim Transfer
by: Wu, Yizhe, et al.
Published: (2024)
by: Wu, Yizhe, et al.
Published: (2024)
Robot Policy Evaluation for Sim-to-Real Transfer: A Benchmarking Perspective
by: Yang, Xuning, et al.
Published: (2025)
by: Yang, Xuning, et al.
Published: (2025)
Robotic Sim-to-Real Transfer for Long-Horizon Pick-and-Place Tasks in the Robotic Sim2Real Competition
by: Yang, Ming, et al.
Published: (2025)
by: Yang, Ming, et al.
Published: (2025)
Building Gradient by Gradient: Decentralised Energy Functions for Bimanual Robot Assembly
by: Mitchell, Alexander L., et al.
Published: (2025)
by: Mitchell, Alexander L., et al.
Published: (2025)
CableRobotGraphSim: A Graph Neural Network for Modeling Partially Observable Cable-Driven Robot Dynamics
by: Chen, Nelson, et al.
Published: (2026)
by: Chen, Nelson, et al.
Published: (2026)
Robotic Calibration Based on Haptic Feedback Improves Sim-to-Real Transfer
by: Gavura, Juraj, et al.
Published: (2025)
by: Gavura, Juraj, et al.
Published: (2025)
Sim-to-Real Transfer for Mobile Robots with Reinforcement Learning: from NVIDIA Isaac Sim to Gazebo and Real ROS 2 Robots
by: Salimpour, Sahar, et al.
Published: (2025)
by: Salimpour, Sahar, et al.
Published: (2025)
SPARTAN: A Sparse Transformer World Model Attending to What Matters
by: Lei, Anson, et al.
Published: (2024)
by: Lei, Anson, et al.
Published: (2024)
Vision-Language-Action Models for Robotics: A Review Towards Real-World Applications
by: Kawaharazuka, Kento, et al.
Published: (2025)
by: Kawaharazuka, Kento, et al.
Published: (2025)
An Efficient Learning Control Framework With Sim-to-Real for String-Type Artificial Muscle-Driven Robotic Systems
by: Tao, Jiyue, et al.
Published: (2024)
by: Tao, Jiyue, et al.
Published: (2024)
Re$^3$Sim: Generating High-Fidelity Simulation Data via 3D-Photorealistic Real-to-Sim for Robotic Manipulation
by: Han, Xiaoshen, et al.
Published: (2025)
by: Han, Xiaoshen, et al.
Published: (2025)
In-Hand Manipulation of Articulated Tools with Dexterous Robot Hands with Sim-to-Real Transfer
by: Atar, Soofiyan, et al.
Published: (2025)
by: Atar, Soofiyan, et al.
Published: (2025)
Task and Joint Space Dual-Arm Compliant Control
by: Mitchell, Alexander L., et al.
Published: (2025)
by: Mitchell, Alexander L., et al.
Published: (2025)
Design, Dynamic Modeling and Control of a 2-DOF Robotic Wrist Actuated by Twisted and Coiled Actuators
by: Zhang, Yunsong, et al.
Published: (2025)
by: Zhang, Yunsong, et al.
Published: (2025)
On the Role of the Action Space in Robot Manipulation Learning and Sim-to-Real Transfer
by: Aljalbout, Elie, et al.
Published: (2023)
by: Aljalbout, Elie, et al.
Published: (2023)
Nigel -- Mechatronic Design and Robust Sim2Real Control of an Over-Actuated Autonomous Vehicle
by: Samak, Chinmay Vilas, et al.
Published: (2024)
by: Samak, Chinmay Vilas, et al.
Published: (2024)
ALDM-Grasping: Diffusion-aided Zero-Shot Sim-to-Real Transfer for Robot Grasping
by: Li, Yiwei, et al.
Published: (2024)
by: Li, Yiwei, et al.
Published: (2024)
Unified Locomotion Transformer with Simultaneous Sim-to-Real Transfer for Quadrupeds
by: Liu, Dikai, et al.
Published: (2025)
by: Liu, Dikai, et al.
Published: (2025)
REALM: A Real-to-Sim Validated Benchmark for Generalization in Robotic Manipulation
by: Sedlacek, Martin, et al.
Published: (2025)
by: Sedlacek, Martin, et al.
Published: (2025)
HyperSim: A Holistic Sim-To-Real Framework For Robust Robotic Manipulation
by: Dong, Junyi, et al.
Published: (2026)
by: Dong, Junyi, et al.
Published: (2026)
Soft Wrist Exosuit Actuated by Fabric Pneumatic Artificial Muscles
by: Schäffer, Katalin, et al.
Published: (2023)
by: Schäffer, Katalin, et al.
Published: (2023)
An Real-Sim-Real (RSR) Loop Framework for Generalizable Robotic Policy Transfer with Differentiable Simulation
by: Shi, Lu, et al.
Published: (2025)
by: Shi, Lu, et al.
Published: (2025)
A Schwarz-Christoffel Mapping-based Framework for Sim-to-Real Transfer in Autonomous Robot Operations
by: Gao, Shijie, et al.
Published: (2025)
by: Gao, Shijie, et al.
Published: (2025)
HyperSurf: Quadruped Robot Leg Capable of Surface Recognition with GRU and Real-to-Sim Transferring
by: Satsevich, Sergei, et al.
Published: (2024)
by: Satsevich, Sergei, et al.
Published: (2024)
Sim-To-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery
by: Scheikl, Paul Maria, et al.
Published: (2024)
by: Scheikl, Paul Maria, et al.
Published: (2024)
Gaitor: Learning a Unified Representation Across Gaits for Real-World Quadruped Locomotion
by: Mitchell, Alexander L., et al.
Published: (2024)
by: Mitchell, Alexander L., et al.
Published: (2024)
Learning Nonlinear Causal Reductions to Explain Reinforcement Learning Policies
by: Kekić, Armin, et al.
Published: (2025)
by: Kekić, Armin, et al.
Published: (2025)
GeCo-SRT: Geometry-aware Continual Adaptation for Robotic Cross-Task Sim-to-Real Transfer
by: Yu, Wenbo, et al.
Published: (2026)
by: Yu, Wenbo, et al.
Published: (2026)
Tendon Force Modeling for Sim2Real Transfer of Reinforcement Learning Policies for Tendon-Driven Robots
by: Yuryev, Valentin, et al.
Published: (2026)
by: Yuryev, Valentin, et al.
Published: (2026)
Discovery and Deployment of Emergent Robot Swarm Behaviors via Representation Learning and Real2Sim2Real Transfer
by: Mattson, Connor, et al.
Published: (2025)
by: Mattson, Connor, et al.
Published: (2025)
Sim-to-Real of Soft Robots with Learned Residual Physics
by: Gao, Junpeng, et al.
Published: (2024)
by: Gao, Junpeng, et al.
Published: (2024)
Data-Driven Dynamic Modeling of a Tendon-Actuated Continuum Robot
by: Hansen, Harald Minde, et al.
Published: (2026)
by: Hansen, Harald Minde, et al.
Published: (2026)
Swim2Real: VLM-Guided System Identification for Sim-to-Real Transfer
by: Qiu, Kevin, et al.
Published: (2026)
by: Qiu, Kevin, et al.
Published: (2026)
Motion Planning for Minimally Actuated Serial Robots
by: Cohen, Avi, et al.
Published: (2024)
by: Cohen, Avi, et al.
Published: (2024)
Similar Items
-
Dexterous Robotic Piano Playing at Scale
by: Chen, Le, et al.
Published: (2025) -
Learning to Control Emulated Muscles in Real Robots: Towards Exploiting Bio-Inspired Actuator Morphology
by: Schumacher, Pierre, et al.
Published: (2024) -
Safe & Accurate at Speed with Tendons: A Robot Arm for Exploring Dynamic Motion
by: Guist, Simon, et al.
Published: (2023) -
RP1M: A Large-Scale Motion Dataset for Piano Playing with Bi-Manual Dexterous Robot Hands
by: Zhao, Yi, et al.
Published: (2024) -
Identifying Policy Gradient Subspaces
by: Schneider, Jan, et al.
Published: (2024)