State-Only Imitation Learning for Dexterous Manipulation

7 April 2020

Papers citing "State-Only Imitation Learning for Dexterous Manipulation"

50 / 88 papers shown

Title
Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning Zhenghai Xue Lang Feng Jiacheng Xu Kang Kang Xiang Wen Bo An Shuicheng Yan OffRL 48 0 0 10 Mar 2025
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic Stefano Viel Luca Viano V. Cevher 85 0 0 27 Feb 2025
Unpacking the Individual Components of Diffusion Policy Xiu Yuan 80 0 0 27 Nov 2024
Bridging the Resource Gap: Deploying Advanced Imitation Learning Models onto Affordable Embedded Platforms Haizhou Ge Ruixiang Wang Zhu-ang Xu Hongrui Zhu Ruichen Deng Yuhang Dong Zeyu Pang Guyue Zhou Junyu Zhang Lu Shi 78 1 0 18 Nov 2024
Grounding Video Models to Actions through Goal Conditioned Exploration Yunhao Luo Yilun Du LM&Ro VGen 85 1 0 11 Nov 2024
Imitation Learning with Limited Actions via Diffusion Planners and Deep Koopman Controllers Jianxin Bi Kelvin Lim Kaiqi Chen Yifei Huang Harold Soh 27 0 0 10 Oct 2024
$DexSim2Real$^{2}$: Building Explicit World Model for Precise Articulated Object Dexterous Manipulation$ DexSim2Real $^{2}$ : Building Explicit World Model for Precise Articulated Object Dexterous Manipulation Taoran Jiang Liqian Ma Yixuan Guan Jiaojiao Meng Weihang Chen Zecui Zeng Lusong Li Dan Wu Jing Xu Rui Chen 28 0 0 13 Sep 2024
xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing Haoyi Niu Qimao Chen Tenglong Liu Jianxiong Li Guyue Zhou Yi Zhang Jianming Hu Xianyuan Zhan 34 0 0 13 Sep 2024
RP1M: A Large-Scale Motion Dataset for Piano Playing with Bi-Manual Dexterous Robot Hands Yi Zhao Le Chen Jan Schneider Quankai Gao Juho Kannala Bernhard Scholkopf J. Pajarinen Dieter Buchler 25 1 0 20 Aug 2024
PEAR: Phrase-Based Hand-Object Interaction Anticipation Zichen Zhang Hongcheng Luo Wei Zhai N. A. Ushakov Yu Kang 42 5 0 31 Jul 2024
Hybrid Reinforcement Learning from Offline Observation Alone Yuda Song J. Andrew Bagnell Aarti Singh OffRL 82 2 0 11 Jun 2024
MeMo: Meaningful, Modular Controllers via Noise Injection Megan Tjandrasuwita Jie Xu Armando Solar-Lezama Wojciech Matusik 21 0 0 24 May 2024
Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer Xingyu Liu Deepak Pathak Ding Zhao 25 6 0 06 May 2024
DexSkills: Skill Segmentation Using Haptic Data for Learning Autonomous Long-Horizon Robotic Manipulation Tasks Xiaofeng Mao G. Giudici Claudio Coppola K. Althoefer I. Farkhatdinov Zhibin Li Lorenzo Jamone 43 6 0 06 May 2024
Hand-Object Interaction Controller (HOIC): Deep Reinforcement Learning for Reconstructing Interactions with Physics Haoyu Hu Xinyu Yi Zhe Cao Jun-hai Yong Feng Xu 38 2 0 04 May 2024
Leveraging Pretrained Latent Representations for Few-Shot Imitation Learning on a Dexterous Robotic Hand Davide Liconti Yasunori Toshimitsu Robert K. Katzschmann 48 3 0 25 Apr 2024
ViViDex: Learning Vision-based Dexterous Manipulation from Human Videos Zerui Chen Shizhe Chen Cordelia Schmid Ivan Laptev Cordelia Schmid 33 12 0 24 Apr 2024
Rank2Reward: Learning Shaped Reward Functions from Passive Video Daniel Yang Davin Tjia Jacob Berg Dima Damen Pulkit Agrawal Abhishek Gupta OffRL 32 5 0 23 Apr 2024
QuasiSim: Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer Xueyi Liu Kangbo Lyu Jieqiong Zhang Tao Du Li Yi 40 4 0 11 Apr 2024
Learning Prehensile Dexterity by Imitating and Emulating State-only Observations Yunhai Han Zhenyang Chen H. Ravichandar 30 5 0 08 Apr 2024
PhysReaction: Physically Plausible Real-Time Humanoid Reaction Synthesis via Forward Dynamics Guided 4D Imitation Yunze Liu Changxi Chen Chenjing Ding Li Yi 31 6 0 01 Apr 2024
A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents Haoyi Niu Jianming Hu Guyue Zhou Xianyuan Zhan 23 10 0 07 Feb 2024
Diffusion Reward: Learning Rewards via Conditional Video Diffusion Tao Huang Guangqi Jiang Yanjie Ze Huazhe Xu VGen 31 22 0 21 Dec 2023
Imitation Learning from Observation with Automatic Discount Scheduling Yuyang Liu Weijun Dong Yingdong Hu Chuan Wen Zhao-Heng Yin Chongjie Zhang Yang Gao 30 6 0 11 Oct 2023
Machine Learning Meets Advanced Robotic Manipulation Saeid Nahavandi R. Alizadehsani D. Nahavandi Chee Peng Lim Kevin Kelly Fernando Bello 24 17 0 22 Sep 2023
GraspGF: Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping Tianhao Wu Mingdong Wu Jiyao Zhang Yunchong Gan Hao Dong 38 20 0 12 Sep 2023
Mimicking Better by Matching the Approximate Action Distribution Joao A. Candido Ramos Lionel Blondé Naoya Takeishi Alexandros Kalousis 35 2 0 16 Jun 2023
GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts Returaj Burnwal Anirban Santara Nirav P. Bhatt Balaraman Ravindran Gaurav Aggarwal 19 0 0 30 May 2023
DexArt: Benchmarking Generalizable Dexterous Manipulation with Articulated Objects Chen Bao Helin Xu Yuzhe Qin Xiaolong Wang 25 32 0 09 May 2023
Masked Trajectory Models for Prediction, Representation, and Control Philipp Wu Arjun Majumdar Kevin Stone Yixin Lin Igor Mordatch Pieter Abbeel Aravind Rajeswaran OffRL 28 38 0 04 May 2023
Hyper-Decision Transformer for Efficient Online Policy Adaptation Mengdi Xu Yuchen Lu Yikang Shen Shun Zhang Ding Zhao Chuang Gan OffRL 23 39 0 17 Apr 2023
RoboPianist: Dexterous Piano Playing with Deep Reinforcement Learning Kevin Zakka Philipp Wu Laura M. Smith Nimrod Gileadi Taylor A. Howell ... Sumeet Singh Yuval Tassa Pete Florence Andy Zeng Pieter Abbeel 16 32 0 09 Apr 2023
Learning Robot Manipulation from Cross-Morphology Demonstration G. Salhotra Isabella Liu Gaurav Sukhatme LM&Ro 25 9 0 07 Apr 2023
Online augmentation of learned grasp sequence policies for more adaptable and data-efficient in-hand manipulation E. Gordon Rana Soltani-Zarrin OffRL 24 5 0 04 Apr 2023
UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning Weikang Wan Haoran Geng Yun-Hai Liu Zikang Shan Yaodong Yang Li Yi He-Nan Wang 44 94 0 02 Apr 2023
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations Anqi Li Byron Boots Ching-An Cheng OffRL 28 16 0 30 Mar 2023
DexDeform: Dexterous Deformable Object Manipulation with Human Demonstrations and Differentiable Physics Sizhe Li Zhiao Huang Tao Chen Tao Du Hao Su J. Tenenbaum Chuang Gan 78 19 0 27 Mar 2023
DexRepNet: Learning Dexterous Robotic Grasping Network with Geometric and Spatial Hand-Object Representations Qingtao Liu Yu Cui Qi Ye Zheng Sun Haoming Li Gaofeng Li Lin Shao Jiming Chen 11 19 0 17 Mar 2023
PLEX: Making the Most of the Available Data for Robotic Manipulation Pretraining G. Thomas Ching-An Cheng Ricky Loynd Felipe Vieira Frujeri Vibhav Vineet Mihai Jalobeanu Andrey Kolobov SSL 21 8 0 15 Mar 2023
Learning to Transfer In-Hand Manipulations Using a Greedy Shape Curriculum Yunbo Zhang Alexander William Clegg Sehoon Ha Greg Turk Yuting Ye 32 9 0 14 Mar 2023
Dexterous In-hand Manipulation by Guiding Exploration with Simple Sub-skill Controllers Gagan Khandate C. Mehlman Xingsheng Wei M. Ciocarlie 17 3 0 06 Mar 2023
Detecting Human-Object Contact in Images Yixin Chen Sai Kumar Dwivedi Michael J. Black Dimitrios Tzionas 3DH 57 32 0 06 Mar 2023
Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations Siddhant Haldar Jyothish Pari A. Rai Lerrel Pinto 19 65 0 02 Mar 2023
LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning Firas Al-Hafez Davide Tateo O. Arenz Guoping Zhao Jan Peters 13 22 0 01 Mar 2023
MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations Nicklas Hansen Yixin Lin H. Su Xiaolong Wang Vikash Kumar Aravind Rajeswaran OffRL 26 49 0 12 Dec 2022
HERD: Continuous Human-to-Robot Evolution for Learning from Human Demonstration Xingyu Liu Deepak Pathak Kris M. Kitani 21 7 0 08 Dec 2022
Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward Yanjiang Guo Jingyue Gao Zheng Wu Chengming Shi Jianyu Chen OffRL 16 4 0 03 Dec 2022
Learning to Imitate Object Interactions from Internet Videos Austin Patel Andrew E. Wang Ilija Radosavovic Jitendra Malik 29 21 0 23 Nov 2022
DexPoint: Generalizable Point Cloud Reinforcement Learning for Sim-to-Real Dexterous Manipulation Yuzhe Qin Binghao Huang Zhao-Heng Yin Hao Su Xiaolong Wang 3DPC 29 78 0 17 Nov 2022
Out-of-Dynamics Imitation Learning from Multimodal Demonstrations Yiwen Qiu Jialong Wu Zhangjie Cao Mingsheng Long 29 3 0 13 Nov 2022