An Real-Sim-Real (RSR) Loop Framework for Generalizable Robotic Policy Transfer with Differentiable Simulation
Fuente:
arXiv
Saved in:
| Main Authors: | Shi, Lu, Xu, Yuxuan, Wang, Shiyu, Huang, Jinhao, Zhao, Wenhao, Jia, Yufei, Yan, Zike, Gu, Weibin, Zhou, Guyue |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots
by: Wu, Peilin, et al.
Published: (2024)
by: Wu, Peilin, 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)
DexSim2Real: Foundation Model-Guided Sim-to-Real Transfer for Generalizable Dexterous Manipulation
by: Zeng, Zijian, et al.
Published: (2026)
by: Zeng, Zijian, et al.
Published: (2026)
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)
Fast-SegSim: Real-Time Open-Vocabulary Segmentation for Robotics in Simulation
by: Yu, Xuan, et al.
Published: (2026)
by: Yu, Xuan, et al.
Published: (2026)
Can Context Bridge the Reality Gap? Sim-to-Real Transfer of Context-Aware Policies
by: Iannotta, Marco, et al.
Published: (2025)
by: Iannotta, Marco, 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)
Sim-to-Real Transfer in Reinforcement Learning for Maneuver Control of a Variable-Pitch MAV
by: Wang, Zhikun, et al.
Published: (2025)
by: Wang, Zhikun, et al.
Published: (2025)
Generalizable Domain Adaptation for Sim-and-Real Policy Co-Training
by: Cheng, Shuo, et al.
Published: (2025)
by: Cheng, Shuo, et al.
Published: (2025)
Safe Continual Domain Adaptation after Sim2Real Transfer of Reinforcement Learning Policies in Robotics
by: Josifovski, Josip, et al.
Published: (2025)
by: Josifovski, Josip, et al.
Published: (2025)
Few-Shot Neural Differentiable Simulator: Real-to-Sim Rigid-Contact Modeling
by: Huang, Zhenhao, et al.
Published: (2026)
by: Huang, Zhenhao, et al.
Published: (2026)
Real-to-Sim Grasp: Rethinking the Gap between Simulation and Real World in Grasp Detection
by: Cai, Jia-Feng, et al.
Published: (2024)
by: Cai, Jia-Feng, et al.
Published: (2024)
Sim2Sea: Sim-to-Real Policy Transfer for Maritime Vessel Navigation in Congested Waters
by: Cui, Xinyu, et al.
Published: (2026)
by: Cui, Xinyu, 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)
DISCOVERSE: Efficient Robot Simulation in Complex High-Fidelity Environments
by: Jia, Yufei, et al.
Published: (2025)
by: Jia, Yufei, 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)
The Sound of Simulation: Learning Multimodal Sim-to-Real Robot Policies with Generative Audio
by: Wang, Renhao, et al.
Published: (2025)
by: Wang, Renhao, et al.
Published: (2025)
RAFL: Generalizable Sim-to-Real of Soft Robots with Residual Acceleration Field Learning
by: Cho, Dong Heon, et al.
Published: (2026)
by: Cho, Dong Heon, et al.
Published: (2026)
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)
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)
ADEPT: Adaptive Diffusion Environment for Policy Transfer Sim-to-Real
by: Yu, Youwei, et al.
Published: (2025)
by: Yu, Youwei, 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)
RoboGSim: A Real2Sim2Real Robotic Gaussian Splatting Simulator
by: Li, Xinhai, et al.
Published: (2024)
by: Li, Xinhai, et al.
Published: (2024)
Opening the Sim-to-Real Door for Humanoid Pixel-to-Action Policy Transfer
by: Xue, Haoru, et al.
Published: (2025)
by: Xue, Haoru, et al.
Published: (2025)
NeuronsGym: A Hybrid Framework and Benchmark for Robot Tasks with Sim2Real Policy Learning
by: Li, Haoran, et al.
Published: (2023)
by: Li, Haoran, et al.
Published: (2023)
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)
FetchBot: Learning Generalizable Object Fetching in Cluttered Scenes via Zero-Shot Sim2Real
by: Liu, Weiheng, et al.
Published: (2025)
by: Liu, Weiheng, 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)
PolaRiS: Scalable Real-to-Sim Evaluations for Generalist Robot Policies
by: Jain, Arhan, et al.
Published: (2025)
by: Jain, Arhan, et al.
Published: (2025)
Ψ-Map: Panoptic Surface Integrated Mapping Enables Real2Sim Transfer
by: Yu, Xuan, et al.
Published: (2026)
by: Yu, Xuan, et al.
Published: (2026)
Real-to-Sim Robot Policy Evaluation with Gaussian Splatting Simulation of Soft-Body Interactions
by: Zhang, Kaifeng, et al.
Published: (2025)
by: Zhang, Kaifeng, et al.
Published: (2025)
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)
Fine Manipulation Using a Tactile Skin: Learning in Simulation and Sim-to-Real Transfer
by: Kasolowsky, Ulf, et al.
Published: (2024)
by: Kasolowsky, Ulf, et al.
Published: (2024)
ScissorBot: Learning Generalizable Scissor Skill for Paper Cutting via Simulation, Imitation, and Sim2Real
by: Lyu, Jiangran, et al.
Published: (2024)
by: Lyu, Jiangran, et al.
Published: (2024)
RL-GSBridge: 3D Gaussian Splatting Based Real2Sim2Real Method for Robotic Manipulation Learning
by: Wu, Yuxuan, et al.
Published: (2024)
by: Wu, Yuxuan, et al.
Published: (2024)
Humanoid-Gym: Reinforcement Learning for Humanoid Robot with Zero-Shot Sim2Real Transfer
by: Gu, Xinyang, et al.
Published: (2024)
by: Gu, Xinyang, et al.
Published: (2024)
DOT-Sim: Differentiable Optical Tactile Simulation with Precise Real-to-Sim Physical Calibration
by: You, Yang, et al.
Published: (2026)
by: You, Yang, 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)
NavRL++: A System-Level Framework for Improving Sim-to-Real Transfer in Reinforcement Learning-Based Robot Navigation
by: Xu, Zhefan, et al.
Published: (2026)
by: Xu, Zhefan, et al.
Published: (2026)
Sim-to-Real Transfer for Muscle-Actuated Robots via Generalized Actuator Networks
by: Schneider, Jan, et al.
Published: (2026)
by: Schneider, Jan, et al.
Published: (2026)
Similar Items
-
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots
by: Wu, Peilin, et al.
Published: (2024) -
Robot Policy Evaluation for Sim-to-Real Transfer: A Benchmarking Perspective
by: Yang, Xuning, et al.
Published: (2025) -
DexSim2Real: Foundation Model-Guided Sim-to-Real Transfer for Generalizable Dexterous Manipulation
by: Zeng, Zijian, et al.
Published: (2026) -
HyperSim: A Holistic Sim-To-Real Framework For Robust Robotic Manipulation
by: Dong, Junyi, et al.
Published: (2026) -
Fast-SegSim: Real-Time Open-Vocabulary Segmentation for Robotics in Simulation
by: Yu, Xuan, et al.
Published: (2026)