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Challenges and Outlook in Robotic Manipulation of Deformable Objects

Challenges and Outlook in Robotic Manipulation of Deformable Objects

4 May 2021
Jihong Zhu
A. Cherubini
C. Dune
D. Navarro-Alarcon
Farshid Alambeigi
Dmitry Berenson
F. Ficuciello
Kensuke Harada
Jens Kober
Xiang-Yang Li
Jia Pan
Wenzhen Yuan
Michael Gienger
    AI4CE
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Papers citing "Challenges and Outlook in Robotic Manipulation of Deformable Objects"

50 / 88 papers shown
Title
ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation
ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation
Enyu Zhao
Vedant Raval
Hejia Zhang
Jiageng Mao
Zeyu Shangguan
S. Nikolaidis
Y. Wang
Daniel Seita
LM&Ro
CoGe
43
0
0
14 May 2025
CLTP: Contrastive Language-Tactile Pre-training for 3D Contact Geometry Understanding
CLTP: Contrastive Language-Tactile Pre-training for 3D Contact Geometry Understanding
Wenxuan Ma
Xiaoge Cao
Y. Zhang
Chaofan Zhang
Shaobo Yang
Peng Hao
Bin Fang
Yinghao Cai
Shaowei Cui
Shuo Wang
31
0
0
13 May 2025
Sim2Real Transfer for Vision-Based Grasp Verification
Sim2Real Transfer for Vision-Based Grasp Verification
Pau Amargant
Peter Honig
Markus Vincze
29
0
0
05 May 2025
Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
Minseok Song
JeongHo Ha
Bonggyeong Park
Daehyung Park
114
0
0
01 May 2025
CloSE: A Compact Shape- and Orientation-Agnostic Cloth State Representation
CloSE: A Compact Shape- and Orientation-Agnostic Cloth State Representation
Jay Kamat
J´ulia Borras
Carme Torras
18
0
0
07 Apr 2025
ORCA: An Open-Source, Reliable, Cost-Effective, Anthropomorphic Robotic Hand for Uninterrupted Dexterous Task Learning
ORCA: An Open-Source, Reliable, Cost-Effective, Anthropomorphic Robotic Hand for Uninterrupted Dexterous Task Learning
Clemens C. Christoph
Maximilian Eberlein
Filippos Katsimalis
Arturo Roberti
Aristotelis Sympetheros
...
Davide Liconti
Chenyu Yang
Barnabas Gavin Cangan
R. Hinchet
Robert K. Katzschmann
29
2
0
05 Apr 2025
Data-Driven Contact-Aware Control Method for Real-Time Deformable Tool Manipulation: A Case Study in the Environmental Swabbing
Data-Driven Contact-Aware Control Method for Real-Time Deformable Tool Manipulation: A Case Study in the Environmental Swabbing
Siavash Mahmoudi
Amirreza Davar
Dongyi Wang
44
0
0
27 Mar 2025
MetaFold: Language-Guided Multi-Category Garment Folding Framework via Trajectory Generation and Foundation Model
Haonan Chen
Junxiao Li
Ruihai Wu
Yiwei Liu
Yiwen Hou
...
Chongkai Gao
Zhenyu Wei
Shensi Xu
Jiaqi Huang
Lin Shao
AI4CE
49
1
0
11 Mar 2025
Deformable Linear Object Surface Placement Using Elastica Planning and Local Shape Control
I. Grinberg
A. Levin
E. D. Rimon
66
0
0
11 Mar 2025
Force Aware Branch Manipulation To Assist Agricultural Tasks
Madhav Rijal
Rashik Shrestha
T. Smith
Yu Gu
42
0
0
10 Mar 2025
Learning Generalizable Language-Conditioned Cloth Manipulation from Long Demonstrations
Hanyi Zhao
Jinxuan Zhu
Zihao Yan
Yichen Li
Yuhong Deng
Xueqian Wang
SSL
52
0
0
06 Mar 2025
Manipulation of Elasto-Flexible Cables with Single or Multiple UAVs
C. Gabellieri
Lars Teeuwen
Yaolei Shen
Antonio Franchi
27
0
0
06 Mar 2025
GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks
Wei Chen
Kelin Li
Dongmyoung Lee
Xiaoshuai Chen
Rui Zong
Petar Kormushev
AI4CE
41
0
0
04 Mar 2025
Strengthening Generative Robot Policies through Predictive World Modeling
Strengthening Generative Robot Policies through Predictive World Modeling
Han Qi
Haocheng Yin
Yilun Du
Heng Yang
58
2
0
02 Feb 2025
Dexterous Cable Manipulation: Taxonomy, Multi-Fingered Hand Design, and Long-Horizon Manipulation
Dexterous Cable Manipulation: Taxonomy, Multi-Fingered Hand Design, and Long-Horizon Manipulation
Sun Zhaole
Xiao Gao
Xiaofeng Mao
Jihong Zhu
A. Billard
Robert B. Fisher
54
0
0
01 Feb 2025
Steering Flexible Linear Objects in Planar Environments by Two Robot Hands Using Euler's Elastica Solutions
Aharon Levin
Elon Rimon
Amir Shapiro
LLMSV
31
0
0
06 Jan 2025
T-DOM: A Taxonomy for Robotic Manipulation of Deformable Objects
T-DOM: A Taxonomy for Robotic Manipulation of Deformable Objects
David Blanco Mulero
Yifei Dong
J´ulia Borras
Florian T. Pokorny
Carme Torras
37
2
0
31 Dec 2024
SKT: Integrating State-Aware Keypoint Trajectories with Vision-Language
  Models for Robotic Garment Manipulation
SKT: Integrating State-Aware Keypoint Trajectories with Vision-Language Models for Robotic Garment Manipulation
Xin Li
Siyuan Huang
Qiaojun Yu
Zhengkai Jiang
Ce Hao
Yimeng Zhu
Hongsheng Li
Peng Gao
Cewu Lu
37
0
0
26 Sep 2024
Embedded IPC: Fast and Intersection-free Simulation in Reduced Subspace
  for Robot Manipulation
Embedded IPC: Fast and Intersection-free Simulation in Reduced Subspace for Robot Manipulation
Wenxin Du
Chang Yu
Siyu Ma
Ying Jiang
Zeshun Zong
Yin Yang
Joe Masterjohn
Alejandro M. Castro
Xuchen Han
Chenfanfu Jiang
32
0
0
24 Sep 2024
RaggeDi: Diffusion-based State Estimation of Disordered Rags, Sheets,
  Towels and Blankets
RaggeDi: Diffusion-based State Estimation of Disordered Rags, Sheets, Towels and Blankets
Jikai Ye
Wanze Li
Shiraz Khan
Gregory S. Chirikjian
DiffM
23
0
0
18 Sep 2024
Unfolding the Literature: A Review of Robotic Cloth Manipulation
Unfolding the Literature: A Review of Robotic Cloth Manipulation
A. Longhini
Yufei Wang
Irene Garcia-Camacho
David Blanco-Mulero
Marco Moletta
...
Hang Yin
Zackory M. Erickson
David Held
J´ulia Borras
Danica Kragic
AI4CE
34
11
0
01 Jul 2024
Multimodal Visual-haptic pose estimation in the presence of transient
  occlusion
Multimodal Visual-haptic pose estimation in the presence of transient occlusion
Michael Zechmair
Yannick Morel
32
0
0
27 Jun 2024
RoTipBot: Robotic Handling of Thin and Flexible Objects using Rotatable Tactile Sensors
RoTipBot: Robotic Handling of Thin and Flexible Objects using Rotatable Tactile Sensors
Jiaqi Jiang
Xuyang Zhang
D. F. Gomes
Thanh-Toan Do
Shan Luo
42
7
0
13 Jun 2024
Soft Contact Simulation and Manipulation Learning of Deformable Objects
  with Vision-based Tactile Sensor
Soft Contact Simulation and Manipulation Learning of Deformable Objects with Vision-based Tactile Sensor
Jianhua Shan
Yuhao Sun
Shixin Zhang
Fuchun Sun
Zixi Chen
Zirong Shen
Cesare Stefanini
Yiyong Yang
Shan Luo
Bin Fang
35
1
0
12 May 2024
In-Hand Following of Deformable Linear Objects Using Dexterous Fingers
  with Tactile Sensing
In-Hand Following of Deformable Linear Objects Using Dexterous Fingers with Tactile Sensing
Mingrui Yu
Boyuan Liang
Xiang Zhang
Xinghao Zhu
Xiang Li
Masayoshi Tomizuka
32
6
0
19 Mar 2024
Offline Goal-Conditioned Reinforcement Learning for Shape Control of
  Deformable Linear Objects
Offline Goal-Conditioned Reinforcement Learning for Shape Control of Deformable Linear Objects
Rita Laezza
Mohammadreza Shetab-Bushehri
Gabriel Arslan Waltersson
Erol Özgür
Y. Mezouar
Y. Karayiannidis
OffRL
38
0
0
15 Mar 2024
AdaFold: Adapting Folding Trajectories of Cloths via Feedback-loop
  Manipulation
AdaFold: Adapting Folding Trajectories of Cloths via Feedback-loop Manipulation
A. Longhini
Michael C. Welle
Zackory M. Erickson
Danica Kragic
AI4CE
43
6
0
10 Mar 2024
Interactive Perception for Deformable Object Manipulation
Interactive Perception for Deformable Object Manipulation
Zehang Weng
Peng Zhou
Hang Yin
Alexander Kravberg
Anastasiia Varava
D. Navarro-Alarcon
Danica Kragic
35
3
0
08 Mar 2024
Standardization of Cloth Objects and its Relevance in Robotic
  Manipulation
Standardization of Cloth Objects and its Relevance in Robotic Manipulation
Irene Garcia-Camacho
A. Longhini
Michael C. Welle
Guillem Alenyà
Danica Kragic
Júlia Borràs Sol
27
5
0
07 Mar 2024
Collaborative Manipulation of Deformable Objects with Predictive
  Obstacle Avoidance
Collaborative Manipulation of Deformable Objects with Predictive Obstacle Avoidance
Burak Aksoy
John T. Wen
AI4CE
15
2
0
29 Jan 2024
RABBIT: A Robot-Assisted Bed Bathing System with Multimodal Perception and Integrated Compliance
RABBIT: A Robot-Assisted Bed Bathing System with Multimodal Perception and Integrated Compliance
Rishabh Madan
Skyler Valdez
David Kim
Sujie Fang
Luoyan Zhong
Diego Virtue
T. Bhattacharjee
26
14
0
26 Jan 2024
Bimanual Deformable Bag Manipulation Using a Structure-of-Interest Based
  Latent Dynamics Model
Bimanual Deformable Bag Manipulation Using a Structure-of-Interest Based Latent Dynamics Model
Peng Zhou
Pai Zheng
Jiaming Qi
Chenxi Li
Chenguang Yang
D. Navarro-Alarcon
Jia Pan
AI4CE
20
1
0
21 Jan 2024
Learning Keypoints for Robotic Cloth Manipulation using Synthetic Data
Learning Keypoints for Robotic Cloth Manipulation using Synthetic Data
Thomas Lips
Victor-Louis De Gusseme
Francis Wyffels
3DPC
20
6
0
03 Jan 2024
DexDLO: Learning Goal-Conditioned Dexterous Policy for Dynamic
  Manipulation of Deformable Linear Objects
DexDLO: Learning Goal-Conditioned Dexterous Policy for Dynamic Manipulation of Deformable Linear Objects
Zhaole Sun
Jihong Zhu
Robert B. Fisher
22
7
0
23 Dec 2023
A Survey on Robotic Manipulation of Deformable Objects: Recent Advances,
  Open Challenges and New Frontiers
A Survey on Robotic Manipulation of Deformable Objects: Recent Advances, Open Challenges and New Frontiers
Feida Gu
Yanmin Zhou
Zhipeng Wang
Shuo Jiang
Bin He
AI4CE
16
8
0
16 Dec 2023
Neural Autoencoder-Based Structure-Preserving Model Order Reduction and
  Control Design for High-Dimensional Physical Systems
Neural Autoencoder-Based Structure-Preserving Model Order Reduction and Control Design for High-Dimensional Physical Systems
Marco Lepri
Davide Bacciu
Cosimo Della Santina
AI4CE
33
8
0
11 Dec 2023
Reinforcement Learning-Based Bionic Reflex Control for Anthropomorphic
  Robotic Grasping exploiting Domain Randomization
Reinforcement Learning-Based Bionic Reflex Control for Anthropomorphic Robotic Grasping exploiting Domain Randomization
Hirakjyoti Basumatary
Daksh Adhar
Atharva Shrawge
Prathamesh Kanbaskar
S. Hazarika
14
1
0
08 Dec 2023
Multi Actor-Critic DDPG for Robot Action Space Decomposition: A
  Framework to Control Large 3D Deformation of Soft Linear Objects
Multi Actor-Critic DDPG for Robot Action Space Decomposition: A Framework to Control Large 3D Deformation of Soft Linear Objects
Mélodie Daniel
Aly Magassouba
Miguel Aranda
Laurent Lequievre
Juan Antonio Corrales Ramón
Roberto Iglesias Rodriguez
Y. Mezouar
AI4CE
25
5
0
07 Dec 2023
Enhancing Deformable Object Manipulation By Using Interactive Perception
  and Assistive Tools
Enhancing Deformable Object Manipulation By Using Interactive Perception and Assistive Tools
Peng Zhou
30
1
0
16 Nov 2023
Make a Donut: Hierarchical EMD-Space Planning for Zero-Shot Deformable Manipulation with Tools
Make a Donut: Hierarchical EMD-Space Planning for Zero-Shot Deformable Manipulation with Tools
Yang You
Bokui Shen
Congyue Deng
Haoran Geng
Songlin Wei
He-Nan Wang
Leonidas J. Guibas
24
1
0
05 Nov 2023
ProcNet: Deep Predictive Coding Model for Robust-to-occlusion Visual
  Segmentation and Pose Estimation
ProcNet: Deep Predictive Coding Model for Robust-to-occlusion Visual Segmentation and Pose Estimation
Michael Zechmair
Alban Bornet
Yannick Morel
11
0
0
27 Oct 2023
Learning to bag with a simulation-free reinforcement learning framework
  for robots
Learning to bag with a simulation-free reinforcement learning framework for robots
Francisco Munguia-Galeano
Jihong Zhu
Juan David Hernández
Ze Ji
22
0
0
22 Oct 2023
Forward Kinematics of Object Transporting by a Multi-Robot System with a
  Deformable Sheet
Forward Kinematics of Object Transporting by a Multi-Robot System with a Deformable Sheet
Jiawei Hu
Wen-han Liu
Jingang Yi
Zhenhua Xiong
8
1
0
18 Oct 2023
Learning visual-based deformable object rearrangement with local graph
  neural networks
Learning visual-based deformable object rearrangement with local graph neural networks
Yuhong Deng
Xueqian Wang
Lipeng Chen
19
5
0
16 Oct 2023
Generalizable whole-body global manipulation of deformable linear
  objects by dual-arm robot in 3-D constrained environments
Generalizable whole-body global manipulation of deformable linear objects by dual-arm robot in 3-D constrained environments
Mingrui Yu
Kangchen Lv
Changhao Wang
Yongpeng Jiang
Masayoshi Tomizuka
Xiang Li
AI4CE
36
5
0
15 Oct 2023
Dynamic Manipulation of a Deformable Linear Object: Simulation and
  Learning
Dynamic Manipulation of a Deformable Linear Object: Simulation and Learning
Qi Jing Chen
Timothy Bretl
N. Vuong
Quang-Cuong Pham
AI4CE
12
0
0
02 Oct 2023
DefGoalNet: Contextual Goal Learning from Demonstrations For Deformable
  Object Manipulation
DefGoalNet: Contextual Goal Learning from Demonstrations For Deformable Object Manipulation
Bao Thach
Tanner Watts
S. Ho
Tucker Hermans
Alan Kuntz
26
0
0
25 Sep 2023
A Systematic Literature Review of Computer Vision Applications in
  Robotized Wire Harness Assembly
A Systematic Literature Review of Computer Vision Applications in Robotized Wire Harness Assembly
Hao Wang
Omkar Salunkhe
Walter Quadrini
Dan Lamkull
Fredrik Ore
M. Despeisse
L. Fumagalli
J. Stahre
Björn Johansson
18
7
0
24 Sep 2023
Real-to-Sim Deformable Object Manipulation: Optimizing Physics Models
  with Residual Mappings for Robotic Surgery
Real-to-Sim Deformable Object Manipulation: Optimizing Physics Models with Residual Mappings for Robotic Surgery
Xiao Liang
Fei Liu
Yutong Zhang
Yuelei Li
Shan Lin
Michael C. Yip
AI4CE
26
11
0
20 Sep 2023
Achieving Autonomous Cloth Manipulation with Optimal Control via
  Differentiable Physics-Aware Regularization and Safety Constraints
Achieving Autonomous Cloth Manipulation with Optimal Control via Differentiable Physics-Aware Regularization and Safety Constraints
Yutong Zhang
Fei Liu
Xiao Liang
Michael C. Yip
AI4CE
21
2
0
20 Sep 2023
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