Learning Rope Manipulation Policies Using Dense Object Descriptors Trained on Synthetic Depth Data

3 March 2020

Papers citing "Learning Rope Manipulation Policies Using Dense Object Descriptors Trained on Synthetic Depth Data"

38 / 38 papers shown

Title
Automated Action Generation based on Action Field for Robotic Garment Manipulation Hu Cheng Fuyuki Tokuda Kazuhiro Kosuge 51 0 0 06 May 2025
GenORM: Generalizable One-shot Rope Manipulation with Parameter-Aware Policy So Kuroki Jiaxian Guo T. Matsushima Takuya Okubo Masato Kobayashi Yuya Ikeda Ryosuke Takanami Paul D. Yoo Yutaka Matsuo Yusuke Iwasawa 62 0 0 28 Jan 2025
GenDOM: Generalizable One-shot Deformable Object Manipulation with Parameter-Aware Policy So Kuroki Jiaxian Guo T. Matsushima Takuya Okubo Masato Kobayashi Yuya Ikeda Ryosuke Takanami Paul D. Yoo Yutaka Matsuo Yusuke Iwasawa AI4CE 40 1 0 28 Jan 2025
Differentiable Particles for General-Purpose Deformable Object Manipulation Siwei Chen Yiqing Xu Cunjun Yu Linfeng Li David Hsu 46 6 0 02 May 2024
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 46 0 0 15 Mar 2024
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 Wang Leonidas J. Guibas 32 1 0 05 Nov 2023
Learning to bag with a simulation-free reinforcement learning framework for robots Francisco Munguia-Galeano Jihong Zhu Juan David Hernández Ze Ji 30 0 0 22 Oct 2023
Learning to Shape by Grinding: Cutting-surface-aware Model-based Reinforcement Learning Takumi Hachimine Jun Morimoto Takamitsu Matsubara 24 5 0 04 Aug 2023
The e-Bike Motor Assembly: Towards Advanced Robotic Manipulation for Flexible Manufacturing Leonel Rozo A. Kupcsik Philipp Schillinger Meng Guo R. Krug ... Patrick Kesper Sabrina Hoppe Hanna Ziesche M. Burger Kai O. Arras 38 5 0 20 Apr 2023
Learning Sim-to-Real Dense Object Descriptors for Robotic Manipulation Hoang-Giang Cao Weihao Zeng I-Chen Wu 35 3 0 18 Apr 2023
Local Neural Descriptor Fields: Locally Conditioned Object Representations for Manipulation Ethan Chun Yilun Du Anthony Simeonov Tomas Lozano-Perez L. Kaelbling 32 24 0 07 Feb 2023
Goal-Image Conditioned Dynamic Cable Manipulation through Bayesian Inference and Multi-Objective Black-Box Optimization K. Takahashi T. Taniguchi 29 0 0 27 Jan 2023
Visuotactile Affordances for Cloth Manipulation with Local Control N. Sunil Shaoxiong Wang Y. She Edward H. Adelson Alberto Rodriguez 28 35 0 09 Dec 2022
NIFT: Neural Interaction Field and Template for Object Manipulation Zeyu Huang Juzhan Xu Sisi Dai Kai Xu Hao Zhang Hui Huang Ruizhen Hu 44 7 0 20 Oct 2022
VIRDO++: Real-World, Visuo-tactile Dynamics and Perception of Deformable Objects Youngsun Wi Andy Zeng Peter R. Florence Nima Fazeli 57 21 0 07 Oct 2022
Learning to Estimate 3-D States of Deformable Linear Objects from Single-Frame Occluded Point Clouds Kangchen Lv Min Yu Yifan Pu Xinahua Jiang Gao Huang Xiang Li 3DPC 51 15 0 04 Oct 2022
SGTM 2.0: Autonomously Untangling Long Cables using Interactive Perception K. Shivakumar Vainavi Viswanath Anrui Gu Yahav Avigal Justin Kerr Jeffrey Ichnowski Richard Cheng Thomas Kollar Ken Goldberg 21 12 0 27 Sep 2022
A Dual-Arm Collaborative Framework for Dexterous Manipulation in Unstructured Environments with Contrastive Planning Shengzeng Huo Fan Wang Luyin Hu Peng Zhou Jihong Zhu Hesheng Wang D. Navarro-Alarcon 35 1 0 13 Sep 2022
Learning Dense Visual Descriptors using Image Augmentations for Robot Manipulation Tasks Christian Graf David B. Adrian Joshua Weil Miroslav Gabriel Philipp Schillinger Markus Spies Heiko Neumann A. Kupcsik SSL 38 6 0 12 Sep 2022
Autonomously Untangling Long Cables Vainavi Viswanath K. Shivakumar Justin Kerr Brijen Thananjeyan Ellen R. Novoseller Jeffrey Ichnowski Alejandro Escontrela Michael Laskey Joseph E. Gonzalez Ken Goldberg 31 21 0 16 Jul 2022
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation David B. Adrian A. Kupcsik Markus Spies Heiko Neumann 3DPC 51 7 0 24 Jun 2022
DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Tools Xingyu Lin Zhiao Huang Yunzhu Li J. Tenenbaum David Held Chuang Gan 32 72 0 31 Mar 2022
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation Bokui Shen Zhenyu Jiang Chris Choy Leonidas J. Guibas Silvio Savarese Anima Anandkumar Yuke Zhu AI4CE 19 41 0 14 Mar 2022
All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators Brijen Thananjeyan Justin Kerr Huang Huang Joseph E. Gonzalez Ken Goldberg 34 9 0 09 Mar 2022
NeRF-Supervision: Learning Dense Object Descriptors from Neural Radiance Fields Lin Yen-Chen Peter R. Florence Jonathan T. Barron Nayeon Lee Alberto Rodriguez Phillip Isola 42 120 0 03 Mar 2022
DextAIRity: Deformable Manipulation Can be a Breeze Zhenjia Xu Cheng Chi Benjamin Burchfiel Eric A. Cousineau S. Feng Shuran Song AI4CE 35 49 0 02 Mar 2022
Iterative Residual Policy: for Goal-Conditioned Dynamic Manipulation of Deformable Objects Cheng Chi Benjamin Burchfiel Eric A. Cousineau S. Feng Shuran Song 32 68 0 01 Mar 2022
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation Anthony Simeonov Yilun Du Andrea Tagliasacchi J. Tenenbaum Alberto Rodriguez Pulkit Agrawal Vincent Sitzmann 11 239 0 09 Dec 2021
CLIPort: What and Where Pathways for Robotic Manipulation Mohit Shridhar Lucas Manuelli Dieter Fox LM&Ro 65 632 0 24 Sep 2021
Deformable Elasto-Plastic Object Shaping using an Elastic Hand and Model-Based Reinforcement Learning Carolyn Matl R. Bajcsy 25 21 0 14 Jul 2021
SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo Thomas Kollar Michael Laskey Kevin Stone Brijen Thananjeyan Mark Tjersland 48 25 0 30 Jun 2021
Untangling Dense Non-Planar Knots by Learning Manipulation Features and Recovery Policies Priya Sundaresan J. Grannen Brijen Thananjeyan Ashwin Balakrishna Jeffrey Ichnowski Ellen R. Novoseller M. Hwang Michael Laskey Joseph E. Gonzalez Ken Goldberg 11 25 0 29 Jun 2021
Unsupervised Learning of Visual 3D Keypoints for Control Boyuan Chen Pieter Abbeel Deepak Pathak 3DPC SSL 22 39 0 14 Jun 2021
6-DoF Contrastive Grasp Proposal Network Xinghao Zhu Lingfeng Sun Yongxiang Fan Masayoshi Tomizuka 36 27 0 29 Mar 2021
Untangling Dense Knots by Learning Task-Relevant Keypoints J. Grannen Priya Sundaresan Brijen Thananjeyan Jeffrey Ichnowski Ashwin Balakrishna M. Hwang Vainavi Viswanath Michael Laskey Joseph E. Gonzalez Ken Goldberg 29 48 0 10 Nov 2020
Robots of the Lost Arc: Self-Supervised Learning to Dynamically Manipulate Fixed-Endpoint Cables Harry Zhang Jeffrey Ichnowski Daniel Seita Jonathan Wang Huang Huang Ken Goldberg 29 42 0 10 Nov 2020
MMGSD: Multi-Modal Gaussian Shape Descriptors for Correspondence Matching in 1D and 2D Deformable Objects Aditya Ganapathi Priya Sundaresan Brijen Thananjeyan Ashwin Balakrishna Daniel Seita Ryan Hoque Joseph E. Gonzalez Ken Goldberg 26 4 0 09 Oct 2020
Learning Dense Visual Correspondences in Simulation to Smooth and Fold Real Fabrics Aditya Ganapathi Priya Sundaresan Brijen Thananjeyan Ashwin Balakrishna Daniel Seita ... Joseph E. Gonzalez Nawid Jamali K. Yamane Soshi Iba Ken Goldberg 19 27 0 28 Mar 2020