机器人 / 具身智能 - arXivDaily 专题

2503.23877 2025-04-01 cs.RO cs.CV cs.LG 89%

ZeroMimic: Distilling Robotic Manipulation Skills from Web Videos

Junyao Shi, Zhuolun Zhao, Tianyou Wang, Ian Pedroza, Amy Luo, Jie Wang, Jason Ma, Dinesh Jayaraman

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.CV、cs.LG

Comments ICRA 2025. Project website: https://zeromimic.github.io/

2410.03132 2025-03-27 cs.RO cs.AI cs.LG 89%

Autoregressive Action Sequence Learning for Robotic Manipulation

Xinyu Zhang, Yuhan Liu, Haonan Chang, Liam Schramm, Abdeslam Boularias

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

Comments (RA-L 2025) Add a new figure to explain why chunking autoregression works. Put back the previous in-depth discussion for arxiv release

2503.19510 2025-03-26 cs.RO cs.AI cs.CV 89%

RoboFlamingo-Plus: Fusion of Depth and RGB Perception with Vision-Language Models for Enhanced Robotic Manipulation

Sheng Wang

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.CV

2502.18842 2025-03-03 cs.RO cs.AI cs.CV 89%

Attention-Guided Integration of CLIP and SAM for Precise Object Masking in Robotic Manipulation

Muhammad A. Muttaqien, Tomohiro Motoda, Ryo Hanai, Domae Yukiyasu

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.CV

2502.16707 2025-02-25 cs.RO cs.AI cs.LG 89%

Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation

Yunhai Feng, Jiaming Han, Zhuoran Yang, Xiangyu Yue, Sergey Levine, Jianlan Luo

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

2412.08261 2025-02-18 cs.RO cs.AI cs.LG 89%

FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model

Chongkai Gao, Haozhuo Zhang, Zhixuan Xu, Zhehao Cai, Lin Shao

专题命中机器人操作：manipulation(title,abstract)；world model(title,abstract)；分类 cs.RO、cs.AI、cs.LG

2404.04219 2025-02-10 cs.RO cs.AI cs.LG 89%

Continual Policy Distillation of Reinforcement Learning-based Controllers for Soft Robotic In-Hand Manipulation

Lanpei Li, Enrico Donato, Vincenzo Lomonaco, Egidio Falotico

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

Comments Accepted for presentation at IEEE RoboSoft 2024

2412.11360 2024-12-17 cs.RO cs.AI cs.CV 89%

Visual IRL for Human-Like Robotic Manipulation

Ehsan Asali, Prashant Doshi

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.CV

2406.11548 2024-11-19 cs.RO cs.AI cs.CV 89%

AIC MLLM: Autonomous Interactive Correction MLLM for Robust Robotic Manipulation

Chuyan Xiong, Chengyu Shen, Xiaoqi Li, Kaichen Zhou, Jeremy Liu, Ruiping Wang, Hao Dong

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.CV

2409.01652 2024-11-13 cs.RO cs.AI cs.CV 89%

ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation

Wenlong Huang, Chen Wang, Yunzhu Li, Ruohan Zhang, Li Fei-Fei

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.CV

2410.04855 2024-10-08 cs.RO cs.AI cs.LG 89%

Unsupervised Skill Discovery for Robotic Manipulation through Automatic Task Generation

Paul Jansonnie, Bingbing Wu, Julien Perez, Jan Peters

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

Comments Accepted at the 2024 IEEE-RAS International Conference on Humanoid Robots

2407.07889 2024-07-11 cs.RO cs.CV cs.LG 89%

AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation

Kaifeng Zhang, Baoyu Li, Kris Hauser, Yunzhu Li

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.CV、cs.LG

Comments Project page: https://robopil.github.io/adaptigraph/

2405.13178 2024-06-18 cs.RO cs.AI cs.LG 89%

One-Shot Imitation Learning with Invariance Matching for Robotic Manipulation

Xinyu Zhang, Abdeslam Boularias

专题命中机器人操作：manipulation(title,abstract)；robotic(title)；robotics(abstract)；分类 cs.RO、cs.AI、cs.LG

Comments RSS 2024

2403.17266 2024-03-27 cs.RO cs.AI cs.LG 89%

Exploring CausalWorld: Enhancing robotic manipulation via knowledge transfer and curriculum learning

Xinrui Wang, Yan Jin

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

2309.02561 2024-03-05 cs.RO cs.AI cs.CV 89%

Physically Grounded Vision-Language Models for Robotic Manipulation

Jensen Gao, Bidipta Sarkar, Fei Xia, Ted Xiao, Jiajun Wu, Brian Ichter, Anirudha Majumdar, Dorsa Sadigh

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.CV

Comments Updated version for ICRA 2024

2401.15785 2024-01-30 cs.CV cs.LG cs.RO 89%

Real-time object detection and robotic manipulation for agriculture using a YOLO-based learning approach

Hongyu Zhao, Zezhi Tang, Zhenhong Li, Yi Dong, Yuancheng Si, Mingyang Lu, George Panoutsos

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.CV、cs.LG

Comments 7 pages, 9 figures

2309.02685 2023-11-30 cs.RO cs.AI cs.LG 89%

Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation

Hyunwoo Ryu, Jiwoo Kim, Hyunseok An, Junwoo Chang, Joohwan Seo, Taehan Kim, Yubin Kim, Chaewon Hwang, Jongeun Choi, Roberto Horowitz

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

Comments 31 pages, 13 figures

2303.08789 2023-11-10 cs.RO cs.AI cs.LG 89%

PLEX: Making the Most of the Available Data for Robotic Manipulation Pretraining

Garrett Thomas, Ching-An Cheng, Ricky Loynd, Felipe Vieira Frujeri, Vibhav Vineet, Mihai Jalobeanu, Andrey Kolobov

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

2311.00754 2023-11-03 cs.RO cs.AI cs.LG 89%

Learning to Design and Use Tools for Robotic Manipulation

Ziang Liu, Stephen Tian, Michelle Guo, C. Karen Liu, Jiajun Wu

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

Comments First two authors contributed equally. Accepted at CoRL 2023

2310.04930 2023-10-11 cs.RO cs.AI cs.LG 89%

Diff-Transfer: Model-based Robotic Manipulation Skill Transfer via Differentiable Physics Simulation

Yuqi Xiang, Feitong Chen, Qinsi Wang, Yang Gang, Xiang Zhang, Xinghao Zhu, Xingyu Liu, Lin Shao

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

2202.09006 2023-08-08 cs.CV cs.LG cs.RO stat.ML 89%

KINet: Unsupervised Forward Models for Robotic Pushing Manipulation

Alireza Rezazadeh, Changhyun Choi

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.CV、cs.LG

2307.14326 2023-07-27 cs.RO cs.AI cs.LG 89%

Waypoint-Based Imitation Learning for Robotic Manipulation

Lucy Xiaoyang Shi, Archit Sharma, Tony Z. Zhao, Chelsea Finn

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

Comments The first two authors contributed equally

2304.13826 2023-04-28 cs.AI cs.CV cs.RO 89%

Programmatically Grounded, Compositionally Generalizable Robotic Manipulation

Renhao Wang, Jiayuan Mao, Joy Hsu, Hang Zhao, Jiajun Wu, Yang Gao

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.CV

Comments ICLR 2023 camera-ready

2303.01331 2023-03-03 cs.RO cs.CV cs.LG 89%

Canonical mapping as a general-purpose object descriptor for robotic manipulation

Benjamin Joffe, Konrad Ahlin

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.CV、cs.LG

2206.11403 2022-11-29 cs.LG cs.AI cs.RO 89%

Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation

Cansu Sancaktar, Sebastian Blaes, Georg Martius

专题命中机器人操作：manipulation(title,abstract)；world model(title,abstract)；分类 cs.RO、cs.AI、cs.LG

Comments NeurIPS 2022 camera-ready version

2203.04051 2022-10-20 cs.RO cs.AI cs.LG 89%

Robot Learning of Mobile Manipulation with Reachability Behavior Priors

Snehal Jauhri, Jan Peters, Georgia Chalvatzaki

专题命中机器人操作：manipulation(title,abstract)；robot learning(title)；robotic(abstract)；分类 cs.RO、cs.AI、cs.LG

Comments Accepted: RA-L & IROS 2022

2010.05134 2020-12-02 cs.RO cs.AI cs.LG 89%

Deep Imitation Learning for Bimanual Robotic Manipulation

Fan Xie, Alexander Chowdhury, M. Clara De Paolis Kaluza, Linfeng Zhao, Lawson L. S. Wong, Rose Yu

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.AI、cs.LG

2009.13146 2020-09-29 cs.RO cs.CV cs.LG 89%

Amodal 3D Reconstruction for Robotic Manipulation via Stability and Connectivity

William Agnew, Christopher Xie, Aaron Walsman, Octavian Murad, Caelen Wang, Pedro Domingos, Siddhartha Srinivasa

专题命中机器人操作：manipulation(title,abstract)；robotic(title)；robotics(abstract)；分类 cs.RO、cs.CV、cs.LG

2003.06734 2020-03-17 cs.CV cs.LG cs.RO 89%

Active Perception and Representation for Robotic Manipulation

Youssef Zaky, Gaurav Paruthi, Bryan Tripp, James Bergstra

专题命中机器人操作：manipulation(title,abstract)；robotic(title,abstract)；分类 cs.RO、cs.CV、cs.LG

1904.06703 2020-02-13 cs.LG cs.AI cs.RO stat.ML 89%

Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation

Benjamin Beyret, Ali Shafti, A. Aldo Faisal

专题命中机器人操作：robotic(title,abstract)；manipulation(title)；robotics(abstract)；分类 cs.RO、cs.AI、cs.LG

1. 机器人操作 22033 篇

ZeroMimic: Distilling Robotic Manipulation Skills from Web Videos

Autoregressive Action Sequence Learning for Robotic Manipulation

RoboFlamingo-Plus: Fusion of Depth and RGB Perception with Vision-Language Models for Enhanced Robotic Manipulation

Attention-Guided Integration of CLIP and SAM for Precise Object Masking in Robotic Manipulation

Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation

FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model

Continual Policy Distillation of Reinforcement Learning-based Controllers for Soft Robotic In-Hand Manipulation

Visual IRL for Human-Like Robotic Manipulation

AIC MLLM: Autonomous Interactive Correction MLLM for Robust Robotic Manipulation

ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation

Unsupervised Skill Discovery for Robotic Manipulation through Automatic Task Generation

AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation

One-Shot Imitation Learning with Invariance Matching for Robotic Manipulation

Exploring CausalWorld: Enhancing robotic manipulation via knowledge transfer and curriculum learning

Physically Grounded Vision-Language Models for Robotic Manipulation

Real-time object detection and robotic manipulation for agriculture using a YOLO-based learning approach

Diffusion-EDFs: Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation

PLEX: Making the Most of the Available Data for Robotic Manipulation Pretraining

Learning to Design and Use Tools for Robotic Manipulation

Diff-Transfer: Model-based Robotic Manipulation Skill Transfer via Differentiable Physics Simulation

KINet: Unsupervised Forward Models for Robotic Pushing Manipulation

Waypoint-Based Imitation Learning for Robotic Manipulation

Programmatically Grounded, Compositionally Generalizable Robotic Manipulation

Canonical mapping as a general-purpose object descriptor for robotic manipulation

Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation

Robot Learning of Mobile Manipulation with Reachability Behavior Priors

Deep Imitation Learning for Bimanual Robotic Manipulation

Amodal 3D Reconstruction for Robotic Manipulation via Stability and Connectivity

Active Perception and Representation for Robotic Manipulation

Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation