Grasp Like Humans: Learning Generalizable Multi-Fingered Grasping from Human Proprioceptive Sensorimotor Integration
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Ce, Chen, Xieyuanli, Zeng, Zhiwen, Guo, Zirui, Li, Yihong, Xiao, Haoran, Hu, Dewen, Lu, Huimin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Under-actuated Robotic Gripper with Multiple Grasping Modes Inspired by Human Finger
by: Li, Jihao, et al.
Published: (2024)
by: Li, Jihao, et al.
Published: (2024)
A Surprisingly Efficient Representation for Multi-Finger Grasping
by: Yan, Hengxu, et al.
Published: (2024)
by: Yan, Hengxu, et al.
Published: (2024)
GraspGF: Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping
by: Wu, Tianhao, et al.
Published: (2023)
by: Wu, Tianhao, et al.
Published: (2023)
AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance
by: Wei, Yi-Lin, et al.
Published: (2025)
by: Wei, Yi-Lin, et al.
Published: (2025)
Phy-Tac: Toward Human-Like Grasping via Physics-Conditioned Tactile Goals
by: Lyu, Shipeng, et al.
Published: (2025)
by: Lyu, Shipeng, et al.
Published: (2025)
Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors
by: Zhao, Haoyu, et al.
Published: (2025)
by: Zhao, Haoyu, et al.
Published: (2025)
Grasp as You Dream: Imitating Functional Grasping from Generated Human Demonstrations
by: Tang, Chao, et al.
Published: (2026)
by: Tang, Chao, et al.
Published: (2026)
SpaceDex: Generalizable Dexterous Grasping in Tiered Workspaces
by: Wang, Wensheng, et al.
Published: (2026)
by: Wang, Wensheng, et al.
Published: (2026)
FoundationGrasp: Generalizable Task-Oriented Grasping with Foundation Models
by: Tang, Chao, et al.
Published: (2024)
by: Tang, Chao, et al.
Published: (2024)
GraspMolmo: Generalizable Task-Oriented Grasping via Large-Scale Synthetic Data Generation
by: Deshpande, Abhay, et al.
Published: (2025)
by: Deshpande, Abhay, et al.
Published: (2025)
Adaptive-twist Soft Finger Mechanism for Grasping by Wrapping
by: Ishikawa, Hiroki, et al.
Published: (2025)
by: Ishikawa, Hiroki, et al.
Published: (2025)
OmniDexGrasp: Generalizable Dexterous Grasping via Foundation Model and Force Feedback
by: Wei, Yi-Lin, et al.
Published: (2025)
by: Wei, Yi-Lin, et al.
Published: (2025)
Dual-Arm Hierarchical Planning for Laboratory Automation: Vibratory Sieve Shaker Operations
by: Xiao, Haoran, et al.
Published: (2025)
by: Xiao, Haoran, et al.
Published: (2025)
AnyDexGrasp: General Dexterous Grasping for Different Hands with Human-level Learning Efficiency
by: Fang, Hao-Shu, et al.
Published: (2025)
by: Fang, Hao-Shu, et al.
Published: (2025)
Single-Motor Robotic Gripper with Multi-Surface Fingers for Variable Grasping Configurations
by: Nishimura, Toshihiro, et al.
Published: (2024)
by: Nishimura, Toshihiro, et al.
Published: (2024)
Grasp EveryThing (GET): 1-DoF, 3-Fingered Gripper with Tactile Sensing for Robust Grasping
by: Burgess, Michael, et al.
Published: (2025)
by: Burgess, Michael, et al.
Published: (2025)
Multi-FinGAN: Generative Coarse-To-Fine Sampling of Multi-Finger Grasps
by: Lundell, Jens, et al.
Published: (2020)
by: Lundell, Jens, et al.
Published: (2020)
Combining Shape Completion and Grasp Prediction for Fast and Versatile Grasping with a Multi-Fingered Hand
by: Humt, Matthias, et al.
Published: (2023)
by: Humt, Matthias, et al.
Published: (2023)
Dexterous Grasp Transformer
by: Xu, Guo-Hao, et al.
Published: (2024)
by: Xu, Guo-Hao, et al.
Published: (2024)
OrbitGrasp: $SE(3)$-Equivariant Grasp Learning
by: Hu, Boce, et al.
Published: (2024)
by: Hu, Boce, et al.
Published: (2024)
Dexterous Pre-grasp Manipulation for Human-like Functional Categorical Grasping: Deep Reinforcement Learning and Grasp Representations
by: Pavlichenko, Dmytro, et al.
Published: (2023)
by: Pavlichenko, Dmytro, et al.
Published: (2023)
Underactuated Robotic Hand with Grasp State Estimation Using Tendon-Based Proprioception
by: Lee, Jae-Hyun, et al.
Published: (2025)
by: Lee, Jae-Hyun, et al.
Published: (2025)
LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the Lunar
by: Jiao, Shuaifeng, et al.
Published: (2025)
by: Jiao, Shuaifeng, et al.
Published: (2025)
Inference of Upcoming Human Grasp Using EMG During Reach-to-Grasp Movement
by: Han, Mo, et al.
Published: (2021)
by: Han, Mo, et al.
Published: (2021)
HGDiffuser: Efficient Task-Oriented Grasp Generation via Human-Guided Grasp Diffusion Models
by: Huang, Dehao, et al.
Published: (2025)
by: Huang, Dehao, et al.
Published: (2025)
GraspLDP: Towards Generalizable Grasping Policy via Latent Diffusion
by: Xiang, Enda, et al.
Published: (2026)
by: Xiang, Enda, et al.
Published: (2026)
Region-aware Grasp Framework with Normalized Grasp Space for Efficient 6-DoF Grasping
by: Chen, Siang, et al.
Published: (2024)
by: Chen, Siang, et al.
Published: (2024)
UniDiffGrasp: A Unified Framework Integrating VLM Reasoning and VLM-Guided Part Diffusion for Open-Vocabulary Constrained Grasping with Dual Arms
by: Guo, Xueyang, et al.
Published: (2025)
by: Guo, Xueyang, et al.
Published: (2025)
SoFiE: Soft Finger Exoskeleton for Intelligent Grasping
by: Nielsen, Magnus Malthe Sigsgaard, et al.
Published: (2026)
by: Nielsen, Magnus Malthe Sigsgaard, et al.
Published: (2026)
UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
by: Wang, Wenbo, et al.
Published: (2024)
by: Wang, Wenbo, et al.
Published: (2024)
Whole-Body Proprioceptive Morphing: A Modular Soft Gripper for Robust Cross-Scale Grasping
by: Han, Dong Heon, et al.
Published: (2025)
by: Han, Dong Heon, et al.
Published: (2025)
VCoT-Grasp: Grasp Foundation Models with Visual Chain-of-Thought Reasoning for Language-driven Grasp Generation
by: Zhang, Haoran, et al.
Published: (2025)
by: Zhang, Haoran, et al.
Published: (2025)
UniFucGrasp: Human-Hand-Inspired Unified Functional Grasp Annotation Strategy and Dataset for Diverse Dexterous Hands
by: Lin, Haoran, et al.
Published: (2025)
by: Lin, Haoran, et al.
Published: (2025)
GAP-RL: Grasps As Points for RL Towards Dynamic Object Grasping
by: Xie, Pengwei, et al.
Published: (2024)
by: Xie, Pengwei, et al.
Published: (2024)
G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation
by: Jian, Juntao, et al.
Published: (2025)
by: Jian, Juntao, et al.
Published: (2025)
DexGraspNet 2.0: Learning Generative Dexterous Grasping in Large-scale Synthetic Cluttered Scenes
by: Zhang, Jialiang, et al.
Published: (2024)
by: Zhang, Jialiang, et al.
Published: (2024)
Grasping a Handful: Sequential Multi-Object Dexterous Grasp Generation
by: Lu, Haofei, et al.
Published: (2025)
by: Lu, Haofei, et al.
Published: (2025)
Soft Finger Grasp Force and Contact State Estimation from Tactile Sensors
by: Jang, Hun, et al.
Published: (2024)
by: Jang, Hun, et al.
Published: (2024)
PCF-Grasp: Converting Point Completion to Geometry Feature to Enhance 6-DoF Grasp
by: Cheng, Yaofeng, et al.
Published: (2025)
by: Cheng, Yaofeng, et al.
Published: (2025)
Target-Oriented Object Grasping via Multimodal Human Guidance
by: Xie, Pengwei, et al.
Published: (2024)
by: Xie, Pengwei, et al.
Published: (2024)
Similar Items
-
Under-actuated Robotic Gripper with Multiple Grasping Modes Inspired by Human Finger
by: Li, Jihao, et al.
Published: (2024) -
A Surprisingly Efficient Representation for Multi-Finger Grasping
by: Yan, Hengxu, et al.
Published: (2024) -
GraspGF: Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping
by: Wu, Tianhao, et al.
Published: (2023) -
AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance
by: Wei, Yi-Lin, et al.
Published: (2025) -
Phy-Tac: Toward Human-Like Grasping via Physics-Conditioned Tactile Goals
by: Lyu, Shipeng, et al.
Published: (2025)