MimicPlay: Long-Horizon Imitation Learning by Watching Human Play

24 February 2023

Chen Wang

Linxi Fan

Jiankai Sun

Ruohan Zhang

Li Fei-Fei

Papers citing "MimicPlay: Long-Horizon Imitation Learning by Watching Human Play"

41 / 41 papers shown

Title
Symbolically-Guided Visual Plan Inference from Uncurated Video Data Wenyan Yang Ahmet Tikna Yi Zhao Yuying Zhang Luigi Palopoli Marco Roveri J. Pajarinen VGen 21 0 0 13 May 2025
Chain-of-Modality: Learning Manipulation Programs from Multimodal Human Videos with Vision-Language-Models Chen Wang Fei Xia Wenhao Yu Tingnan Zhang Ruohan Zhang Ce Liu Li Fei-Fei Jie Tan Jacky Liang 31 0 0 17 Apr 2025
FADConv: A Frequency-Aware Dynamic Convolution for Farmland Non-agriculturalization Identification and Segmentation Tan Shu Li Shen 42 0 0 04 Apr 2025
Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets Chuning Zhu Raymond Yu S. Feng Benjamin Burchfiel Paarth Shah Abhishek Gupta VGen 55 0 0 03 Apr 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? Tianyuan Qu Longxiang Tang Bohao Peng Senqiao Yang Bei Yu Jiaya Jia VLM 132 0 0 16 Mar 2025
VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation Hanzhi Chen Boyang Sun Anran Zhang Marc Pollefeys Stefan Leutenegger LM&Ro 65 0 0 10 Mar 2025
AirExo-2: Scaling up Generalizable Robotic Imitation Learning with Low-Cost Exoskeletons Hongjie Fang Chenxi Wang Yiming Wang J. Chen Shangning Xia ... Xinyu Zhan Lixin Yang Weiming Wang Cewu Lu Hao-Shu Fang 82 1 0 05 Mar 2025
Learning Long-Horizon Robot Manipulation Skills via Privileged Action Xiaofeng Mao Yucheng Xu Zhaole Sun Elle Miller Daniel Layeghi M. Mistry 64 0 0 24 Feb 2025
Human2Robot: Learning Robot Actions from Paired Human-Robot Videos Sicheng Xie Haidong Cao Zejia Weng Zhen Xing Shiwei Shen Jiaqi Leng Xipeng Qiu Yanwei Fu Zuxuan Wu Yu Jiang 49 0 0 23 Feb 2025
LEGATO: Cross-Embodiment Imitation Using a Grasping Tool Mingyo Seo H. Andy Park Shenli Yuan Yuke Zhu Luis Sentis 70 5 0 20 Feb 2025
Imit Diff: Semantics Guided Diffusion Transformer with Dual Resolution Fusion for Imitation Learning Yuhang Dong Haizhou Ge Yupei Zeng J. Zhang Beiwen Tian ... Yufei Jia Ruixiang Wang Ran Yi Guyue Zhou Longhua Ma 51 0 0 11 Feb 2025
ViewVR: Visual Feedback Modes to Achieve Quality of VR-based Telemanipulation A. Erkhov A. Bazhenov S. Satsevich D. Belov F. Khabibullin S. Egorov M. Gromakov M. Altamirano Cabrera D. Tsetserukou 42 0 0 13 Jan 2025
Motion Tracks: A Unified Representation for Human-Robot Transfer in Few-Shot Imitation Learning Juntao Ren Priya Sundaresan Dorsa Sadigh Sanjiban Choudhury Jeannette Bohg 37 14 0 13 Jan 2025
Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning Jiange Yang Haoyi Zhu Y. Wang Gangshan Wu Tong He Limin Wang 92 2 0 21 Nov 2024
SuperQ-GRASP: Superquadrics-based Grasp Pose Estimation on Larger Objects for Mobile-Manipulation Xun Tu Karthik Desingh 70 2 0 07 Nov 2024
On-Robot Reinforcement Learning with Goal-Contrastive Rewards Ondrej Biza Thomas Weng Lingfeng Sun Karl Schmeckpeper Tarik Kelestemur Yecheng Jason Ma Robert C. Platt Jan Willem van de Meent Lawson L. S. Wong OffRL 43 0 0 25 Oct 2024
Versatile Demonstration Interface: Toward More Flexible Robot Demonstration Collection Michael Hagenow Dimosthenis Kontogiorgos Yanwei Wang Julie Shah 51 2 0 24 Oct 2024
DeformPAM: Data-Efficient Learning for Long-horizon Deformable Object Manipulation via Preference-based Action Alignment Wendi Chen Han Xue Fangyuan Zhou Yuan Fang Cewu Lu 39 1 0 15 Oct 2024
Latent Action Pretraining from Videos Seonghyeon Ye Joel Jang Byeongguk Jeon Sejune Joo Jianwei Yang ... Kimin Lee J. Gao Luke Zettlemoyer Dieter Fox Minjoon Seo 35 27 0 15 Oct 2024
Imitation Learning with Limited Actions via Diffusion Planners and Deep Koopman Controllers Jianxin Bi Kelvin Lim Kaiqi Chen Yifei Huang Harold Soh 25 0 0 10 Oct 2024
An Augmented Reality Interface for Teleoperating Robot Manipulators Aliyah Smith Monroe Kennedy III 38 1 0 27 Sep 2024
DiSPo: Diffusion-SSM based Policy Learning for Coarse-to-Fine Action Discretization Nayoung Oh Jaehyeong Jang Moonkyeong Jung Daehyung Park 119 0 0 23 Sep 2024
One-Shot Imitation under Mismatched Execution K. Kedia Prithwish Dan Sanjiban Choudhury Maximus Adrian Pace Sanjiban Choudhury 35 2 0 10 Sep 2024
A Backbone for Long-Horizon Robot Task Understanding Xiaoshuai Chen Wei Chen Dongmyoung Lee Yukun Ge Nicolás Rojas Petar Kormushev 41 3 0 02 Aug 2024
Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts Yanting Yang Minghao Chen Qibo Qiu Jiahao Wu Wenxiao Wang Binbin Lin Ziyu Guan Xiaofei He LM&Ro 32 2 0 20 Jul 2024
R+X: Retrieval and Execution from Everyday Human Videos Georgios Papagiannis Norman Di Palo Pietro Vitiello Edward Johns 51 15 0 17 Jul 2024
RoboCAS: A Benchmark for Robotic Manipulation in Complex Object Arrangement Scenarios Liming Zheng Feng Yan Fanfan Liu Chengjian Feng Zhuoliang Kang Lin Ma 38 2 0 09 Jul 2024
BAKU: An Efficient Transformer for Multi-Task Policy Learning Siddhant Haldar Zhuoran Peng Lerrel Pinto OffRL 32 25 0 11 Jun 2024
Generalize by Touching: Tactile Ensemble Skill Transfer for Robotic Furniture Assembly Hao-ming Lin Radu Corcodel Ding Zhao 40 7 0 26 Apr 2024
Learning Prehensile Dexterity by Imitating and Emulating State-only Observations Yunhai Han Zhenyang Chen H. Ravichandar 28 5 0 08 Apr 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World Yifei Huang Guo Chen Jilan Xu Mingfang Zhang Lijin Yang ... Hongjie Zhang Lu Dong Yali Wang Limin Wang Yu Qiao EgoV 54 36 0 24 Mar 2024
Harmonic Mobile Manipulation Ruihan Yang Yejin Kim Aniruddha Kembhavi Xiaolong Wang Kiana Ehsani 23 13 0 11 Dec 2023
InteRACT: Transformer Models for Human Intent Prediction Conditioned on Robot Actions K. Kedia Atiksh Bhardwaj Prithwish Dan Sanjiban Choudhury 24 9 0 21 Nov 2023
Learning Generalizable Manipulation Policies with Object-Centric 3D Representations Yifeng Zhu Zhenyu Jiang Peter Stone Yuke Zhu 3DPC 22 43 0 22 Oct 2023
AirExo: Low-Cost Exoskeletons for Learning Whole-Arm Manipulation in the Wild Hongjie Fang Haoshu Fang Yiming Wang Jieji Ren Jing Chen Ruo Zhang Weiming Wang Cewu Lu 32 46 0 26 Sep 2023
Transferring Foundation Models for Generalizable Robotic Manipulation Jiange Yang Wenhui Tan Chuhao Jin Keling Yao Bei Liu Jianlong Fu Ruihua Song Gangshan Wu Limin Wang LM&Ro 47 6 0 09 Jun 2023
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation Mohit Shridhar Lucas Manuelli D. Fox LM&Ro 155 456 0 12 Sep 2022
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 224 1,018 0 13 Oct 2021
What Matters in Learning from Offline Human Demonstrations for Robot Manipulation Ajay Mandlekar Danfei Xu J. Wong Soroush Nasiriany Chen Wang Rohun Kulkarni Li Fei-Fei Silvio Savarese Yuke Zhu Roberto Martín-Martín OffRL 147 471 0 06 Aug 2021
Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos Haoyu Xiong Quanzhou Li Yun-Chun Chen Homanga Bharadhwaj Samarth Sinha Animesh Garg SSL 119 93 0 18 Jan 2021
Model-Based Inverse Reinforcement Learning from Visual Demonstrations Neha Das Sarah Bechtle Todor Davchev Dinesh Jayaraman Akshara Rai Franziska Meier 111 82 0 18 Oct 2020