Watch Less, Feel More: Sim-to-Real RL for Generalizable Articulated Object Manipulation via Motion Adaptation and Impedance Control
Fuente:
arXiv
Saved in:
| Main Authors: | Do, Tan-Dzung, Gireesh, Nandiraju, Wang, Jilong, Wang, He |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Q-Chunking for Offline-to-Online Reinforcement Learning
by: Gireesh, Nandiraju, et al.
Published: (2026)
by: Gireesh, Nandiraju, et al.
Published: (2026)
Part-Guided 3D RL for Sim2Real Articulated Object Manipulation
by: Xie, Pengwei, et al.
Published: (2024)
by: Xie, Pengwei, et al.
Published: (2024)
GAMMA: Generalizable Articulation Modeling and Manipulation for Articulated Objects
by: Yu, Qiaojun, et al.
Published: (2023)
by: Yu, Qiaojun, et al.
Published: (2023)
GAMMA: Graspability-Aware Mobile MAnipulation Policy Learning based on Online Grasping Pose Fusion
by: Zhang, Jiazhao, et al.
Published: (2023)
by: Zhang, Jiazhao, et al.
Published: (2023)
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)
Kinematic-aware Prompting for Generalizable Articulated Object Manipulation with LLMs
by: Xia, Wenke, et al.
Published: (2023)
by: Xia, Wenke, et al.
Published: (2023)
HDFlow: Hierarchical Diffusion-Flow Planning for Long-horizon Tasks
by: Gireesh, Nandiraju, et al.
Published: (2026)
by: Gireesh, Nandiraju, et al.
Published: (2026)
Subspace-wise Hybrid RL for Articulated Object Manipulation
by: Kim, Yujin, et al.
Published: (2024)
by: Kim, Yujin, et al.
Published: (2024)
DexSim2Real$^{2}$: Building Explicit World Model for Precise Articulated Object Dexterous Manipulation
by: Jiang, Taoran, et al.
Published: (2024)
by: Jiang, Taoran, et al.
Published: (2024)
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)
GSAM: A Generalizable and Safe Robotic Framework for Articulated Object Manipulation
by: Shao, Beichen, et al.
Published: (2026)
by: Shao, Beichen, et al.
Published: (2026)
ArtiBench and ArtiBrain: Benchmarking Generalizable Vision-Language Articulated Object Manipulation
by: Wu, Yuhan, et al.
Published: (2025)
by: Wu, Yuhan, et al.
Published: (2025)
Learning More With Less: Sample Efficient Model-Based RL for Loco-Manipulation
by: Hoffman, Benjamin, et al.
Published: (2025)
by: Hoffman, Benjamin, et al.
Published: (2025)
FlowBot++: Learning Generalized Articulated Objects Manipulation via Articulation Projection
by: Zhang, Harry, et al.
Published: (2023)
by: Zhang, Harry, et al.
Published: (2023)
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)
Generalizable Domain Adaptation for Sim-and-Real Policy Co-Training
by: Cheng, Shuo, et al.
Published: (2025)
by: Cheng, Shuo, et al.
Published: (2025)
A Novel Task-Driven Diffusion-Based Policy with Affordance Learning for Generalizable Manipulation of Articulated Objects
by: Zhang, Hao, et al.
Published: (2025)
by: Zhang, Hao, et al.
Published: (2025)
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)
Sim2Real Manipulation on Unknown Objects with Tactile-based Reinforcement Learning
by: Su, Entong, et al.
Published: (2024)
by: Su, Entong, et al.
Published: (2024)
Sim-to-Real Dynamic Object Manipulation on Conveyor Systems via Optimization Path Shaping
by: Li, Zhuoling, et al.
Published: (2025)
by: Li, Zhuoling, et al.
Published: (2025)
AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning
by: Wang, Yuanfei, et al.
Published: (2025)
by: Wang, Yuanfei, et al.
Published: (2025)
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)
CycleRL: Sim-to-Real Deep Reinforcement Learning for Robust Autonomous Bicycle Control
by: Liu, Gelu, et al.
Published: (2026)
by: Liu, Gelu, et al.
Published: (2026)
Online Estimation and Manipulation of Articulated Objects
by: Buchanan, Russell, et al.
Published: (2026)
by: Buchanan, Russell, et al.
Published: (2026)
Vi-TacMan: Articulated Object Manipulation via Vision and Touch
by: Cui, Leiyao, et al.
Published: (2025)
by: Cui, Leiyao, et al.
Published: (2025)
Best of Sim and Real: Decoupled Visuomotor Manipulation via Learning Control in Simulation and Perception in Real
by: Huang, Jialei, et al.
Published: (2025)
by: Huang, Jialei, et al.
Published: (2025)
A Distributional Treatment of Real2Sim2Real for Object-Centric Agent Adaptation in Vision-Driven Deformable Linear Object Manipulation
by: Kamaras, Georgios, et al.
Published: (2025)
by: Kamaras, Georgios, et al.
Published: (2025)
AOMGen: Photoreal, Physics-Consistent Demonstration Generation for Articulated Object Manipulation
by: Wu, Yulu, et al.
Published: (2025)
by: Wu, Yulu, et al.
Published: (2025)
SkillBlender: Towards Versatile Humanoid Whole-Body Loco-Manipulation via Skill Blending
by: Kuang, Yuxuan, et al.
Published: (2025)
by: Kuang, Yuxuan, et al.
Published: (2025)
SAGE: Bridging Semantic and Actionable Parts for GEneralizable Manipulation of Articulated Objects
by: Geng, Haoran, et al.
Published: (2023)
by: Geng, Haoran, et al.
Published: (2023)
TacMan-Turbo: Proactive Tactile Control for Robust and Efficient Articulated Object Manipulation
by: Zhao, Zihang, et al.
Published: (2025)
by: Zhao, Zihang, et al.
Published: (2025)
Phys2Real: Fusing VLM Priors with Interactive Online Adaptation for Uncertainty-Aware Sim-to-Real Manipulation
by: Wang, Maggie, et al.
Published: (2025)
by: Wang, Maggie, et al.
Published: (2025)
RPMArt: Towards Robust Perception and Manipulation for Articulated Objects
by: Wang, Junbo, et al.
Published: (2024)
by: Wang, Junbo, et al.
Published: (2024)
Sim-to-Real gap in RL: Use Case with TIAGo and Isaac Sim/Gym
by: Albardaner, Jaume, et al.
Published: (2024)
by: Albardaner, Jaume, et al.
Published: (2024)
Learning Part-Aware Dense 3D Feature Field for Generalizable Articulated Object Manipulation
by: Chen, Yue, et al.
Published: (2026)
by: Chen, Yue, et al.
Published: (2026)
Distributed Motion Control of Multiple Mobile Manipulators for Reducing Interaction Wrench in Object Manipulation
by: Liu, Wenhang, et al.
Published: (2024)
by: Liu, Wenhang, et al.
Published: (2024)
VIRAL: Visual Sim-to-Real at Scale for Humanoid Loco-Manipulation
by: He, Tairan, et al.
Published: (2025)
by: He, Tairan, et al.
Published: (2025)
MOSAIC: Bridging the Sim-to-Real Gap in Generalist Humanoid Motion Tracking and Teleoperation with Rapid Residual Adaptation
by: Sun, Zhenguo, et al.
Published: (2026)
by: Sun, Zhenguo, et al.
Published: (2026)
Sim-to-Real Gentle Manipulation of Deformable and Fragile Objects with Stress-Guided Reinforcement Learning
by: Ikemura, Kei, et al.
Published: (2025)
by: Ikemura, Kei, et al.
Published: (2025)
Find the Fruit: Zero-Shot Sim2Real RL for Occlusion-Aware Plant Manipulation
by: Subedi, Nitesh, et al.
Published: (2025)
by: Subedi, Nitesh, et al.
Published: (2025)
Similar Items
-
Adaptive Q-Chunking for Offline-to-Online Reinforcement Learning
by: Gireesh, Nandiraju, et al.
Published: (2026) -
Part-Guided 3D RL for Sim2Real Articulated Object Manipulation
by: Xie, Pengwei, et al.
Published: (2024) -
GAMMA: Generalizable Articulation Modeling and Manipulation for Articulated Objects
by: Yu, Qiaojun, et al.
Published: (2023) -
GAMMA: Graspability-Aware Mobile MAnipulation Policy Learning based on Online Grasping Pose Fusion
by: Zhang, Jiazhao, et al.
Published: (2023) -
FetchBot: Learning Generalizable Object Fetching in Cluttered Scenes via Zero-Shot Sim2Real
by: Liu, Weiheng, et al.
Published: (2025)