UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning

2 April 2023

Papers citing "UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning"

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Title
Web2Grasp: Learning Functional Grasps from Web Images of Hand-Object Interactions Hongyi Chen Yunchao Yao Yufei Ye Zhixuan Xu Homanga Bharadhwaj Jiashun Wang Shubham Tulsiani Zackory Erickson Jeffrey Ichnowski 17 0 0 07 May 2025
RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning Haoran Geng Feishi Wang Songlin Wei Y. Li Bangjun Wang ... Hao Dong Siyuan Huang Yue Wang Jitendra Malik Pieter Abbeel 73 2 0 26 Apr 2025
Dexonomy: Synthesizing All Dexterous Grasp Types in a Grasp Taxonomy Jiayi Chen Yubin Ke Lin Peng He-Nan Wang 16 0 0 26 Apr 2025
Crossing the Human-Robot Embodiment Gap with Sim-to-Real RL using One Human Demonstration Tyler Ga Wei Lum Olivia Y. Lee C. Karen Liu Jeannette Bohg 33 0 0 17 Apr 2025
HUMOTO: A 4D Dataset of Mocap Human Object Interactions Jiaxin Lu Chun-Hao Paul Huang Uttaran Bhattacharya Qixing Huang Yi Zhou 33 0 0 14 Apr 2025
RobustDexGrasp: Robust Dexterous Grasping of General Objects Hui Zhang Zijian Wu Linyi Huang Sammy Christen Jie Song 27 1 0 07 Apr 2025
DexSinGrasp: Learning a Unified Policy for Dexterous Object Singulation and Grasping in Cluttered Environments Lixin Xu Zixuan Liu Zhewei Gui Jingxiang Guo Zeyu Jiang Zhixuan Xu Chongkai Gao Lin Shao 22 0 0 06 Apr 2025
ManipTrans: Efficient Dexterous Bimanual Manipulation Transfer via Residual Learning Kailin Li Puhao Li Tengyu Liu Yuyang Li Siyuan Huang 42 3 0 27 Mar 2025
G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation Juntao Jian Xiuping Liu Z. Chen Manyi Li Jian Liu Ruizhen Hu 31 0 0 25 Mar 2025
MoMa-Kitchen: A 100K+ Benchmark for Affordance-Grounded Last-Mile Navigation in Mobile Manipulation P. Zhang Xianqiang Gao Yuhan Wu Kehui Liu Dong Wang Z. Wang Bin Zhao Yan Ding X. Li LM&Ro 48 1 0 14 Mar 2025
Sequential Multi-Object Grasping with One Dexterous Hand Sicheng He Zeyu Shangguan Kuanning Wang Yongchong Gu Yuqian Fu Yanwei Fu Daniel Seita 46 1 0 13 Mar 2025
AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance Yi-Lin Wei Mu Lin Yuhao Lin Jian-Jian Jiang Xiao-Ming Wu Ling-an Zeng Wei-Shi Zheng 53 0 0 10 Mar 2025
SRSA: Skill Retrieval and Adaptation for Robotic Assembly Tasks Yijie Guo Bingjie Tang Iretiayo Akinola Dieter Fox Abhishek Gupta Yashraj S. Narang 41 0 0 06 Mar 2025
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Jun Yamada Alexander L. Mitchell Jack Collins Ingmar Posner OffRL 81 0 0 17 Feb 2025
VinT-6D: A Large-Scale Object-in-hand Dataset from Vision, Touch and Proprioception Zhaoliang Wan Yonggen Ling Senlin Yi Lu Qi Wangwei Lee ... Xiao Teng Peng Lu Xu Yang Ming Yang Hui Cheng 35 4 0 31 Dec 2024
BODex: Scalable and Efficient Robotic Dexterous Grasp Synthesis Using Bilevel Optimization Jiayi Chen Yubin Ke H. Wang 80 5 0 21 Dec 2024
Dexterous Manipulation Based on Prior Dexterous Grasp Pose Knowledge Hengxu Yan Haoshu Fang Cewu Lu 62 0 0 20 Dec 2024
Grasp What You Want: Embodied Dexterous Grasping System Driven by Your Voice Junliang Li Kai Ye Haolan Kang Mingxuan Liang Yuhang Wu Zhenhua Liu Huiping Zhuang Rui Huang Yongquan Chen 59 0 0 14 Dec 2024
DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands Ritvik Singh Arthur Allshire Ankur Handa Nathan D. Ratliff Karl Van Wyk 72 7 0 27 Nov 2024
FunGrasp: Functional Grasping for Diverse Dexterous Hands Linyi Huang Hui Zhang Zijian Wu Sammy Christen Jie Song 62 4 0 24 Nov 2024
DexH2R: Task-oriented Dexterous Manipulation from Human to Robots Shuqi Zhao Xinghao Zhu Yuxin Chen Chenran Li Xiang Zhang Mingyu Ding M. Tomizuka 36 3 0 07 Nov 2024
Neural Attention Field: Emerging Point Relevance in 3D Scenes for One-Shot Dexterous Grasping Qianxu Wang Congyue Deng Tyler Ga Wei Lum Yuanpei Chen Yaodong Yang Jeannette Bohg Yixin Zhu Leonidas J. Guibas 31 0 0 30 Oct 2024
DexGraspNet 2.0: Learning Generative Dexterous Grasping in Large-scale Synthetic Cluttered Scenes Jialiang Zhang Haoran Liu Danshi Li Xinqiang Yu Haoran Geng Yufei Ding Jiayi Chen He Wang 33 17 0 30 Oct 2024
PointPatchRL -- Masked Reconstruction Improves Reinforcement Learning on Point Clouds B. Gyenes Nikolai Franke P. Becker Gerhard Neumann 3DPC 38 0 0 24 Oct 2024
CAGE: Causal Attention Enables Data-Efficient Generalizable Robotic Manipulation Shangning Xia Hongjie Fang Hao-Shu Fang Cewu Lu CML 21 0 0 19 Oct 2024
GraspDiffusion: Synthesizing Realistic Whole-body Hand-Object Interaction Patrick Kwon Hanbyul Joo 14 3 0 17 Oct 2024
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation Zhiyi Pan Wei-Nan Gao Shan Liu Ge Li 11 1 0 10 Oct 2024
Cross-Embodiment Dexterous Grasping with Reinforcement Learning Haoqi Yuan Bohan Zhou Yuhui Fu Zongqing Lu 20 5 0 03 Oct 2024
Learning Diverse Bimanual Dexterous Manipulation Skills from Human Demonstrations Bohan Zhou Haoqi Yuan Yuhui Fu Zongqing Lu 24 11 0 03 Oct 2024
Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping Ziye Huang Haoqi Yuan Yuhui Fu Zongqing Lu 20 3 0 03 Oct 2024
ScissorBot: Learning Generalizable Scissor Skill for Paper Cutting via Simulation, Imitation, and Sim2Real Jiangran Lyu Yuxing Chen Tao Du Feng Zhu Huiquan Liu Yizhou Wang He Wang 19 6 0 21 Sep 2024
MoDex: Planning High-Dimensional Dexterous Control via Learning Neural Internal Models Tong Wu Shoujie Li Chuqiao Lyu Kit-Wa Sou Wang Sing Chan Wenbo Ding 26 0 0 17 Sep 2024
ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion Jiajun Zhang Yuxiang Zhang Liang An Mengcheng Li Hongwen Zhang Zonghai Hu Yebin Liu 16 0 0 14 Sep 2024
DemoStart: Demonstration-led auto-curriculum applied to sim-to-real with multi-fingered robots Maria Bauzá José Enrique Chen Valentin Dalibard Nimrod Gileadi Roland Hafner ... Martin Riedmiller Jon Scholz Konstantinos Bousmalis Francesco Nori Nicolas Heess 25 4 0 10 Sep 2024
PhysPart: Physically Plausible Part Completion for Interactable Objects Rundong Luo Haoran Geng Congyue Deng Puhao Li Zan Wang Baoxiong Jia Leonidas J. Guibas Siyuan Huang 19 6 0 25 Aug 2024
A Surprisingly Efficient Representation for Multi-Finger Grasping Hengxu Yan Hao-Shu Fang Cewu Lu 16 0 0 05 Aug 2024
Lessons from Learning to Spin "Pens" Jun Wang Ying Yuan Haichuan Che Haozhi Qi Yi-An Ma Jitendra Malik Xiaolong Wang 51 14 0 26 Jul 2024
DexGrasp-Diffusion: Diffusion-based Unified Functional Grasp Synthesis Pipeline for Multi-Dexterous Robotic Hands Zhengsheng Zhang Lei Zhou Chenchen Liu Zhiyang Liu Chengran Yuan Sheng Guo Ruiteng Zhao Marcelo H. Ang Francis EH Tay 26 8 0 13 Jul 2024
AutoMate: Specialist and Generalist Assembly Policies over Diverse Geometries Bingjie Tang Iretiayo Akinola Jie Xu Bowen Wen Ankur Handa Karl Van Wyk Dieter Fox Gaurav Sukhatme Fabio Ramos Yashraj S. Narang 29 10 0 10 Jul 2024
ClutterGen: A Cluttered Scene Generator for Robot Learning Yinsen Jia Boyuan Chen 14 3 0 07 Jul 2024
RAM: Retrieval-Based Affordance Transfer for Generalizable Zero-Shot Robotic Manipulation Yuxuan Kuang Junjie Ye Haoran Geng Jiageng Mao Congyue Deng Leonidas J. Guibas He Wang Yue Wang LM&Ro 29 20 0 05 Jul 2024
DextrAH-G: Pixels-to-Action Dexterous Arm-Hand Grasping with Geometric Fabrics Tyler Ga Wei Lum Martin Matak Viktor Makoviychuk Ankur Handa Arthur Allshire Tucker Hermans Nathan D. Ratliff Karl Van Wyk 14 13 0 02 Jul 2024
CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative Object REarrangement Chengwen Zhang Yun-Hai Liu Ruofan Xing Bingda Tang Li Yi 25 10 0 27 Jun 2024
AIC MLLM: Autonomous Interactive Correction MLLM for Robust Robotic Manipulation Chuyan Xiong Chengyu Shen Xiaoqi Li Kaichen Zhou Jiaming Liu Ruiping Wang Hao Dong LRM 30 10 0 17 Jun 2024
Graspness Discovery in Clutters for Fast and Accurate Grasp Detection Chenxi Wang Hao-Shu Fang Minghao Gou Hongjie Fang Jin Gao Cewu Lu 34 112 0 17 Jun 2024
GenHeld: Generating and Editing Handheld Objects Chaerin Min Srinath Sridhar 23 0 0 07 Jun 2024
RoboMamba: Multimodal State Space Model for Efficient Robot Reasoning and Manipulation Jiaming Liu Mengzhen Liu Zhenyu Wang Lily Lee Kaichen Zhou Pengju An Senqiao Yang Renrui Zhang Yandong Guo Shanghang Zhang LM&Ro LRM Mamba 27 5 0 06 Jun 2024
EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views Yuhang Yang Wei Zhai Chengfeng Wang Chengjun Yu Yang Cao Zheng-jun Zha 30 5 0 22 May 2024
Simulation of Optical Tactile Sensors Supporting Slip and Rotation using Path Tracing and IMPM Zirong Shen Yuhao Sun Shixin Zhang Zixi Chen Heyi Sun Fuchun Sun Bin Fang 16 2 0 05 May 2024
Single-View Scene Point Cloud Human Grasp Generation Yan-Kang Wang Chengyi Xing Yi-Lin Wei Xiao-Ming Wu Wei-Shi Zheng 21 2 0 24 Apr 2024