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Assistive Gym: A Physics Simulation Framework for Assistive Robotics

Assistive Gym: A Physics Simulation Framework for Assistive Robotics

IEEE International Conference on Robotics and Automation (ICRA), 2019
10 October 2019
Zackory M. Erickson
Vamsee Gangaram
Ariel Kapusta
Chenxi Liu
Charles C. Kemp
ArXiv (abs)PDFHTML

Papers citing "Assistive Gym: A Physics Simulation Framework for Assistive Robotics"

50 / 69 papers shown
Force-Modulated Visual Policy for Robot-Assisted Dressing with Arm Motions
Force-Modulated Visual Policy for Robot-Assisted Dressing with Arm Motions
Alexis Yihong Hao
Yufei Wang
Navin Sriram Ravie
Bharath Hegde
David Held
Zackory M. Erickson
113
0
0
16 Sep 2025
Analyzing Gait Adaptation with Hemiplegia Simulation Suits and Digital Twins
Analyzing Gait Adaptation with Hemiplegia Simulation Suits and Digital Twins
Jialin Chen
Jeremie Clos
Dominic Price
Praminda Caleb-Solly
44
0
0
05 Sep 2025
Manip4Care: Robotic Manipulation of Human Limbs for Solving Assistive Tasks
Manip4Care: Robotic Manipulation of Human Limbs for Solving Assistive Tasks
Yubin Koh
Ahmed H. Qureshi
90
0
0
04 Aug 2025
Assistax: A Hardware-Accelerated Reinforcement Learning Benchmark for Assistive Robotics
Assistax: A Hardware-Accelerated Reinforcement Learning Benchmark for Assistive Robotics
Leonard Hinckeldey
Elliot Fosong
Elle Miller
Rimvydas Rubavicius
Trevor A. McInroe
Patricia Wollstadt
Christiane B. Wiebel-Herboth
Subramanian Ramamoorthy
Stefano V. Albrecht
147
0
0
29 Jul 2025
MoDeSuite: Robot Learning Task Suite for Benchmarking Mobile Manipulation with Deformable Objects
MoDeSuite: Robot Learning Task Suite for Benchmarking Mobile Manipulation with Deformable Objects
Yuying Zhang
K. Luck
Francesco Verdoja
Ville Kyrki
Joni Pajarinen
175
0
0
29 Jul 2025
Human-Centered Shared Autonomy for Motor Planning, Learning, and Control Applications
Human-Centered Shared Autonomy for Motor Planning, Learning, and Control Applications
MH Farhadi
Ali Rabiee
Sima Ghafoori
Anna Cetera
Wei Xu
Reza Abiri
186
0
0
19 Jun 2025
RICE: Reactive Interaction Controller for Cluttered Canopy Environment
RICE: Reactive Interaction Controller for Cluttered Canopy Environment
Nidhi Homey Parayil
Thierry Peynot
Chris Lehnert
227
0
0
12 Jun 2025
Symbolic Runtime Verification and Adaptive Decision-Making for Robot-Assisted Dressing
Symbolic Runtime Verification and Adaptive Decision-Making for Robot-Assisted DressingEUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA), 2025
Yasmin Rafiq
Gricel Vázquez
R. Calinescu
Sanja Dogramadzi
Robert M Hierons
138
0
0
22 Apr 2025
Simulating Safe Bite Transfer in Robot-Assisted Feeding with a Soft Head and Articulated Jaw
Simulating Safe Bite Transfer in Robot-Assisted Feeding with a Soft Head and Articulated JawInternational Conference on Rehabilitation Robotics (ICORR), 2025
Yi Heng San
Vasanthamaran Ravichandram
J-Anne Yow
Sherwin Stephen Chan
Yifan Wang
Wei Tech Ang
350
2
0
26 Feb 2025
A Plug-and-Play Physical Motion Restoration Approach for In-the-Wild
  High-Difficulty Motions
A Plug-and-Play Physical Motion Restoration Approach for In-the-Wild High-Difficulty Motions
Youliang Zhang
Ronghui Li
Yachao Zhang
Liang Pan
Jingbo Wang
Yebin Liu
Xiu Li
207
1
0
23 Dec 2024
Learning Human-Aware Robot Policies for Adaptive Assistance
Learning Human-Aware Robot Policies for Adaptive AssistanceIEEE Robotics and Automation Letters (RA-L), 2024
Jason Qin
Shikun Ban
Wentao Zhu
Yizhou Wang
Dimitris Samaras
335
0
0
16 Dec 2024
RoboHanger: Learning Generalizable Robotic Hanger Insertion for Diverse Garments
RoboHanger: Learning Generalizable Robotic Hanger Insertion for Diverse GarmentsIEEE Robotics and Automation Letters (RA-L), 2024
Yuxing Chen
Songlin Wei
Bowen Xiao
Jiangran Lyu
Jiayi Chen
Feng Zhu
Hongan Wang
665
4
0
02 Dec 2024
Detecting Unsafe Behavior in Neural Network Imitation Policies for
  Caregiving Robotics
Detecting Unsafe Behavior in Neural Network Imitation Policies for Caregiving Robotics
Andrii Tytarenko
OffRL
163
1
0
29 Jul 2024
Unfolding the Literature: A Review of Robotic Cloth Manipulation
Unfolding the Literature: A Review of Robotic Cloth Manipulation
Alberta Longhini
Yufei Wang
Irene Garcia-Camacho
David Blanco-Mulero
Marco Moletta
...
Hang Yin
Zackory M. Erickson
David Held
J´ulia Borras
Danica Kragic
AI4CE
293
27
0
01 Jul 2024
GPT-Fabric: Folding and Smoothing Fabric by Leveraging Pre-Trained
  Foundation Models
GPT-Fabric: Folding and Smoothing Fabric by Leveraging Pre-Trained Foundation Models
Vedant Raval
Enyu Zhao
Hejia Zhang
Stefanos Nikolaidis
Daniel Seita
AI4CE
264
8
0
14 Jun 2024
Autonomous Quilt Spreading for Caregiving Robots
Autonomous Quilt Spreading for Caregiving Robots
Yuchun Guo
Zhiqing Lu
Yanling Zhou
Xin Jiang
194
0
0
24 May 2024
Reducing Risk for Assistive Reinforcement Learning Policies with
  Diffusion Models
Reducing Risk for Assistive Reinforcement Learning Policies with Diffusion Models
Andrii Tytarenko
OffRL
187
1
0
13 May 2024
PhysPT: Physics-aware Pretrained Transformer for Estimating Human
  Dynamics from Monocular Videos
PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos
Yufei Zhang
Jeffrey O. Kephart
Zijun Cui
Qiang Ji
ViT
253
18
0
05 Apr 2024
A Generalized Acquisition Function for Preference-based Reward Learning
A Generalized Acquisition Function for Preference-based Reward LearningIEEE International Conference on Robotics and Automation (ICRA), 2024
Evan Ellis
Gaurav R. Ghosal
Stuart J. Russell
Anca Dragan
Erdem Biyik
231
6
0
09 Mar 2024
Robustifying a Policy in Multi-Agent RL with Diverse Cooperative
  Behaviors and Adversarial Style Sampling for Assistive Tasks
Robustifying a Policy in Multi-Agent RL with Diverse Cooperative Behaviors and Adversarial Style Sampling for Assistive Tasks
Takayuki Osa
Tatsuya Harada
226
4
0
01 Mar 2024
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement
  Learning
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning
Anthony Liang
Guy Tennenholtz
Chih-Wei Hsu
Yinlam Chow
Erdem Biyik
Craig Boutilier
OffRL
240
3
0
25 Feb 2024
Can Active Sampling Reduce Causal Confusion in Offline Reinforcement
  Learning?
Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?
Gunshi Gupta
Tim G. J. Rudner
R. McAllister
Adrien Gaidon
Y. Gal
OffRL
203
4
0
28 Dec 2023
A Novel Variational Lower Bound for Inverse Reinforcement Learning
A Novel Variational Lower Bound for Inverse Reinforcement Learning
Yikang Gui
Prashant Doshi
223
0
0
07 Nov 2023
"Do it my way!": Impact of Customizations on Trust perceptions in
  Human-Robot Collaboration
"Do it my way!": Impact of Customizations on Trust perceptions in Human-Robot Collaboration
Parv Kapoor
Simon Chu
Angela Chen
149
1
0
28 Oct 2023
Quantifying Assistive Robustness Via the Natural-Adversarial Frontier
Quantifying Assistive Robustness Via the Natural-Adversarial FrontierConference on Robot Learning (CoRL), 2023
Jerry Zhi-Yang He
Zackory M. Erickson
Daniel S. Brown
Anca Dragan
AAML
232
1
0
16 Oct 2023
Human-Robot Gym: Benchmarking Reinforcement Learning in Human-Robot
  Collaboration
Human-Robot Gym: Benchmarking Reinforcement Learning in Human-Robot CollaborationIEEE International Conference on Robotics and Automation (ICRA), 2023
Jakob Thumm
Felix Trost
Matthias Althoff
OffRL
321
10
0
09 Oct 2023
ClothesNet: An Information-Rich 3D Garment Model Repository with
  Simulated Clothes Environment
ClothesNet: An Information-Rich 3D Garment Model Repository with Simulated Clothes EnvironmentIEEE International Conference on Computer Vision (ICCV), 2023
Bingyang Zhou
Haoyu Zhou
Tianhai Liang
Qiaojun Yu
Siheng Zhao
...
Qiancai Wang
Xinyuan Yu
Haonan Chen
Cewu Lu
Lin Shao
3DH
180
24
0
19 Aug 2023
Surrogate Assisted Generation of Human-Robot Interaction Scenarios
Surrogate Assisted Generation of Human-Robot Interaction ScenariosConference on Robot Learning (CoRL), 2023
Varun Bhatt
Heramb Nemlekar
Matthew C. Fontaine
Bryon Tjanaka
Hejia Zhang
Ya-Chuan Hsu
Stefanos Nikolaidis
368
9
0
26 Apr 2023
Robust Body Exposure (RoBE): A Graph-based Dynamics Modeling Approach to
  Manipulating Blankets over People
Robust Body Exposure (RoBE): A Graph-based Dynamics Modeling Approach to Manipulating Blankets over PeopleIEEE Robotics and Automation Letters (RA-L), 2023
Kavya Puthuveetil
S. Wald
Atharva Pusalkar
Pratyusha Karnati
Zackory M. Erickson
287
6
0
10 Apr 2023
An End-to-End Human Simulator for Task-Oriented Multimodal Human-Robot
  Collaboration
An End-to-End Human Simulator for Task-Oriented Multimodal Human-Robot CollaborationIEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2023
Afagh Mehri Shervedani
S. Li
Natawut Monaikul
Bahareh Abbasi
Barbara Di Eugenio
Milos Zefran
180
3
0
02 Apr 2023
Learning Human-to-Robot Handovers from Point Clouds
Learning Human-to-Robot Handovers from Point CloudsComputer Vision and Pattern Recognition (CVPR), 2023
Sammy Christen
Wei Yang
Claudia Pérez-DÁrpino
Otmar Hilliges
Dieter Fox
Yu-Wei Chao
184
61
0
30 Mar 2023
Efficient Preference-Based Reinforcement Learning Using Learned Dynamics
  Models
Efficient Preference-Based Reinforcement Learning Using Learned Dynamics ModelsIEEE International Conference on Robotics and Automation (ICRA), 2023
Yi Liu
Gaurav Datta
Ellen R. Novoseller
Daniel S. Brown
297
27
0
11 Jan 2023
Learning Representations that Enable Generalization in Assistive Tasks
Learning Representations that Enable Generalization in Assistive TasksConference on Robot Learning (CoRL), 2022
Jerry Zhi-Yang He
Aditi Raghunathan
Daniel S. Brown
Zackory M. Erickson
Anca Dragan
OOD
210
23
0
05 Dec 2022
Learning Visuo-Haptic Skewering Strategies for Robot-Assisted Feeding
Learning Visuo-Haptic Skewering Strategies for Robot-Assisted FeedingConference on Robot Learning (CoRL), 2022
Priya Sundaresan
Suneel Belkhale
Dorsa Sadigh
219
45
0
26 Nov 2022
AutoBag: Learning to Open Plastic Bags and Insert Objects
AutoBag: Learning to Open Plastic Bags and Insert ObjectsIEEE International Conference on Robotics and Automation (ICRA), 2022
Lawrence Yunliang Chen
Baiyu Shi
Daniel Seita
Richard Cheng
Thomas Kollar
David Held
Ken Goldberg
SSL
236
45
0
31 Oct 2022
SPARCS: Structuring Physically Assistive Robotics for Caregiving with
  Stakeholders-in-the-loop
SPARCS: Structuring Physically Assistive Robotics for Caregiving with Stakeholders-in-the-loopIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Rishabh Madan
Rajat Kumar Jenamani
V. Nguyen
A. Moustafa
X. Hu
Katherine Dimitropoulou
Tapomayukh Bhattacharjee
127
15
0
20 Oct 2022
RCareWorld: A Human-centric Simulation World for Caregiving Robots
RCareWorld: A Human-centric Simulation World for Caregiving RobotsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Ruolin Ye
Wenqiang Xu
Haoyuan Fu
Rajat Kumar Jenamani
V. Nguyen
Cewu Lu
Katherine Dimitropoulou
Tapomayukh Bhattacharjee
LM&Ro
152
50
0
19 Oct 2022
EDO-Net: Learning Elastic Properties of Deformable Objects from Graph
  Dynamics
EDO-Net: Learning Elastic Properties of Deformable Objects from Graph DynamicsIEEE International Conference on Robotics and Automation (ICRA), 2022
Alberta Longhini
Marco Moletta
Alfredo Reichlin
Michael C. Welle
David Held
Zackory M. Erickson
Danica Kragic
AI4CE
156
26
0
19 Sep 2022
Elastic Context: Encoding Elasticity for Data-driven Models of Textiles
Elastic Context: Encoding Elasticity for Data-driven Models of TextilesIEEE International Conference on Robotics and Automation (ICRA), 2022
Alberta Longhini
Marco Moletta
Alfredo Reichlin
Michael C. Welle
Alexander Kravberg
Yufei Wang
David Held
Zackory M. Erickson
Danica Kragic
153
8
0
12 Sep 2022
Improving Assistive Robotics with Deep Reinforcement Learning
Improving Assistive Robotics with Deep Reinforcement Learning
Yash Jakhotiya
Iman Haque
129
4
0
05 Sep 2022
Learning to Singulate Layers of Cloth using Tactile Feedback
Learning to Singulate Layers of Cloth using Tactile FeedbackIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Sashank Tirumala
Thomas Weng
Daniel Seita
Oliver Kroemer
Zeynep Temel
David Held
146
26
0
22 Jul 2022
Concurrent Policy Blending and System Identification for Generalized
  Assistive Control
Concurrent Policy Blending and System Identification for Generalized Assistive ControlIEEE International Conference on Robotics and Automation (ICRA), 2022
Luke Bhan
Marcos Quiñones-Grueiro
G. Biswas
73
1
0
19 May 2022
SARI: Shared Autonomy across Repeated Interaction
SARI: Shared Autonomy across Repeated Interaction
Ananth Jonnavittula
Shaunak A. Mehta
Dylan P. Losey
295
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19 May 2022
HandoverSim: A Simulation Framework and Benchmark for Human-to-Robot
  Object Handovers
HandoverSim: A Simulation Framework and Benchmark for Human-to-Robot Object HandoversIEEE International Conference on Robotics and Automation (ICRA), 2022
Yu-Wei Chao
Chris Paxton
Yu Xiang
Wei Yang
Balakumar Sundaralingam
Tao Chen
Adithyavairavan Murali
Maya Cakmak
Dieter Fox
248
30
0
19 May 2022
Causal Confusion and Reward Misidentification in Preference-Based Reward
  Learning
Causal Confusion and Reward Misidentification in Preference-Based Reward LearningInternational Conference on Learning Representations (ICLR), 2022
J. Tien
Jerry Zhi-Yang He
Zackory M. Erickson
Anca Dragan
Daniel S. Brown
CML
319
52
0
13 Apr 2022
Distributed Reinforcement Learning for Robot Teams: A Review
Distributed Reinforcement Learning for Robot Teams: A ReviewCurrent Robotics Reports (CRR), 2022
Yutong Wang
Mehul Damani
Pamela Wang
Yuhong Cao
Guillaume Sartoretti
192
31
0
07 Apr 2022
DiffSkill: Skill Abstraction from Differentiable Physics for Deformable
  Object Manipulations with Tools
DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with ToolsInternational Conference on Learning Representations (ICLR), 2022
Xingyu Lin
Zhiao Huang
Yunzhu Li
J. Tenenbaum
David Held
Chuang Gan
230
85
0
31 Mar 2022
Characterization of a Meso-Scale Wearable Robot for Bathing Assistance
Characterization of a Meso-Scale Wearable Robot for Bathing AssistanceIEEE International Conference on Robotics and Biomimetics (ROBIO), 2022
Fukang Liu
Vaidehi Patil
Zackory M. Erickson
F. Z. Temel
143
5
0
25 Feb 2022
ASHA: Assistive Teleoperation via Human-in-the-Loop Reinforcement
  Learning
ASHA: Assistive Teleoperation via Human-in-the-Loop Reinforcement LearningIEEE International Conference on Robotics and Automation (ICRA), 2022
S. Chen
Jensen Gao
S. Reddy
Glen Berseth
Anca Dragan
Sergey Levine
OffRL
223
18
0
05 Feb 2022
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration
Interesting Object, Curious Agent: Learning Task-Agnostic ExplorationNeural Information Processing Systems (NeurIPS), 2021
Simone Parisi
Victoria Dean
Deepak Pathak
Abhinav Gupta
LM&Ro
210
54
0
25 Nov 2021
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