Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours

23 September 2015

Papers citing "Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours"

50 / 247 papers shown

Title
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation Abdulaziz Almuzairee Rohan Patil Dwait Bhatt Henrik I. Christensen 39 0 0 07 May 2025
Generative Artificial Intelligence in Robotic Manipulation: A Survey Kun Zhang Peng Yun Jun Cen Junhao Cai DiDi Zhu ... Qifeng Chen Jia Pan Wei Zhang Bo Yang Hua Chen 64 1 0 05 Mar 2025
AVR: Active Vision-Driven Robotic Precision Manipulation with Viewpoint and Focal Length Optimization Yushan Liu Shilong Mu Xintao Chao Zizhen Li Yao Mu Tianxing Chen Shoujie Li Chuqiao Lyu Xiao-Ping Zhang Wenbo Ding 85 2 0 03 Mar 2025
RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation Kun Wu Chengkai Hou Jiaming Liu Zhengping Che Xiaozhu Ju ... Zhenyu Wang Pengju An Siyuan Qian Shanghang Zhang Jian Tang LM&Ro 124 14 0 17 Feb 2025
Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics Taowen Wang Dongfang Liu James Liang Wenhao Yang Qifan Wang Cheng Han Jiebo Luo Ruixiang Tang Ruixiang Tang AAML 87 3 0 18 Nov 2024
Triplane Grasping: Efficient 6-DoF Grasping with Single RGB Images Yiming Li Hanchi Ren Yue Yang Jingjing Deng Xianghua Xie 41 0 0 21 Oct 2024
Self Supervised Deep Learning for Robot Grasping Danyal Saqib Wajahat Hussain SSL 41 0 0 17 Oct 2024
FORGE: Force-Guided Exploration for Robust Contact-Rich Manipulation under Uncertainty Michael Noseworthy Bingjie Tang Bowen Wen Ankur Handa Nicholas Roy Nicholas Roy Dieter Fox Yashraj S. Narang Iretiayo Akinola Iretiayo Akinola 64 9 0 08 Aug 2024
Robotic Control via Embodied Chain-of-Thought Reasoning Michał Zawalski William Chen Karl Pertsch Oier Mees Chelsea Finn Sergey Levine LRM LM&Ro 44 60 0 11 Jul 2024
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy Xiang Li Cristina Mata J. Park Kumara Kahatapitiya Yoo Sung Jang ... Kanchana Ranasinghe R. Burgert Mu Cai Yong Jae Lee Michael S. Ryoo LM&Ro 72 26 0 28 Jun 2024
BAKU: An Efficient Transformer for Multi-Task Policy Learning Siddhant Haldar Zhuoran Peng Lerrel Pinto OffRL 51 28 0 11 Jun 2024
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset Alexander Khazatsky Karl Pertsch Suraj Nair Ashwin Balakrishna Sudeep Dasari ... Thomas Kollar Sergey Levine Chelsea Finn Sergey Levine Chelsea Finn 66 184 0 19 Mar 2024
Improving the Successful Robotic Grasp Detection Using Convolutional Neural Networks H. Hosseini M. T. Masouleh Ahmad Kalhor 27 13 0 08 Mar 2024
Efficient Data Collection for Robotic Manipulation via Compositional Generalization Jensen Gao Annie Xie Ted Xiao Chelsea Finn Dorsa Sadigh 34 19 0 08 Mar 2024
The Grasp Reset Mechanism: An Automated Apparatus for Conducting Grasping Trials Kyle DuFrene Keegan Nave Joshua Campbell Ravi Balasubramanian Cindy Grimm 34 3 0 28 Feb 2024
Learning control strategy in soft robotics through a set of configuration spaces Etienne Ménager Christian Duriez 45 0 0 21 Feb 2024
Aligning Human Intent from Imperfect Demonstrations with Confidence-based Inverse soft-Q Learning Xizhou Bu Wenjuan Li Zhengxiong Liu Zhiqiang Ma Panfeng Huang 24 1 0 18 Dec 2023
On Bringing Robots Home Nur Muhammad (Mahi) Shafiullah Anant Rai Haritheja Etukuru Yiqian Liu Ishan Misra Soumith Chintala Lerrel Pinto 43 77 0 27 Nov 2023
Anthropomorphic Grasping with Neural Object Shape Completion Diego Hidalgo-Carvajal Hanzhi Chen G. C. Bettelani Jaesug Jung Melissa Zavaglia Laura Busse Abdeldjallil Naceri Stefan Leutenegger Sami Haddadin 38 6 0 04 Nov 2023
Knolling bot 2.0: Enhancing Object Organization with Self-supervised Graspability Estimation Yuhang Hu Zhizhuo Zhang Hod Lipson 26 0 0 30 Oct 2023
Enhancing Grasping Performance of Novel Objects through an Improved Fine-Tuning Process Xiao Hu Xiangsheng Chen 32 0 0 28 Oct 2023
Robotic Handling of Compliant Food Objects by Robust Learning from Demonstration E. Misimi Alexander Olofsson A. Eilertsen Elling Ruud Øye J. R. Mathiassen 33 24 0 22 Sep 2023
See to Touch: Learning Tactile Dexterity through Visual Incentives Irmak Güzey Yinlong Dai Ben Evans Soumith Chintala Lerrel Pinto 39 31 0 21 Sep 2023
Hundreds Guide Millions: Adaptive Offline Reinforcement Learning with Expert Guidance Qisen Yang Shenzhi Wang Qihang Zhang Gao Huang Shiji Song OffRL OnRL 30 8 0 04 Sep 2023
Structured World Models from Human Videos Russell Mendonca Shikhar Bahl Deepak Pathak LM&Ro 54 87 0 21 Aug 2023
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Anthony Brohan Noah Brown Justice Carbajal Yevgen Chebotar Xi Chen ... Ted Xiao Peng Xu Sichun Xu Tianhe Yu Brianna Zitkovich LM&Ro LRM 35 1,116 0 28 Jul 2023
Multi-Stage Cable Routing through Hierarchical Imitation Learning Jianlan Luo Charles Xu Xinyang Geng Gilbert Feng Kuan Fang L. Tan S. Schaal Sergey Levine 40 53 0 18 Jul 2023
HomeRobot: Open-Vocabulary Mobile Manipulation Sriram Yenamandra A. Ramachandran Karmesh Yadav Austin S. Wang Mukul Khanna ... Devendra Singh Chaplot Dhruv Batra Roozbeh Mottaghi Yonatan Bisk Chris Paxton LM&Ro 54 79 0 20 Jun 2023
Train Offline, Test Online: A Real Robot Learning Benchmark G. Zhou Victoria Dean Mohan Kumar Srirama Aravind Rajeswaran Jyothish Pari ... Tianhe Yu Pieter Abbeel Lerrel Pinto Chelsea Finn Abhi Gupta OffRL 62 39 0 01 Jun 2023
Visual Affordance Prediction for Guiding Robot Exploration Homanga Bharadhwaj Abhi Gupta Shubham Tulsiani 44 12 0 28 May 2023
Sim-Suction: Learning a Suction Grasp Policy for Cluttered Environments Using a Synthetic Benchmark Juncheng Li D. Cappelleri 3DPC 27 11 0 25 May 2023
Affordances from Human Videos as a Versatile Representation for Robotics Shikhar Bahl Russell Mendonca Lili Chen Unnat Jain Deepak Pathak 58 164 0 17 Apr 2023
Learning Excavation of Rigid Objects with Offline Reinforcement Learning Shiyu Jin Zhixian Ye Liangjun Zhang OffRL 24 7 0 29 Mar 2023
Self-Improving Robots: End-to-End Autonomous Visuomotor Reinforcement Learning Archit Sharma Ahmed M. Ahmed Rehaan Ahmad Chelsea Finn SSL 59 17 0 02 Mar 2023
Open-World Object Manipulation using Pre-trained Vision-Language Models Austin Stone Ted Xiao Yao Lu K. Gopalakrishnan Kuang-Huei Lee ... Sean Kirmani Brianna Zitkovich F. Xia Chelsea Finn Karol Hausman LM&Ro 156 145 0 02 Mar 2023
ALAN: Autonomously Exploring Robotic Agents in the Real World Russell Mendonca Shikhar Bahl Deepak Pathak LM&Ro 41 20 0 13 Feb 2023
Learning Tri-mode Grasping for Ambidextrous Robot Picking Chenlin Zhou Peng Wang Wei Wei Guangyun Xu Fuyu Li Jia sun 3DPC 31 0 0 13 Feb 2023
AnyGrasp: Robust and Efficient Grasp Perception in Spatial and Temporal Domains Haoshu Fang Chenxi Wang Hongjie Fang Minghao Gou Jirong Liu Hengxu Yan Wenhai Liu Yichen Xie Cewu Lu 41 193 0 16 Dec 2022
IMos: Intent-Driven Full-Body Motion Synthesis for Human-Object Interactions Anindita Ghosh Rishabh Dabral Vladislav Golyanik Christian Theobalt P. Slusallek DiffM 46 85 0 14 Dec 2022
Learning Bifunctional Push-grasping Synergistic Strategy for Goal-agnostic and Goal-oriented Tasks Dafa Ren Shuang Wu Xiaofan Wang Yan Peng Xiaoqiang Ren 19 8 0 04 Dec 2022
Navigating to Objects in the Real World Théophile Gervet Soumith Chintala Dhruv Batra Jitendra Malik Devendra Singh Chaplot 43 122 0 02 Dec 2022
ToolFlowNet: Robotic Manipulation with Tools via Predicting Tool Flow from Point Clouds Daniel Seita Yufei Wang Sarthak J. Shetty Edward Li Zackory M. Erickson David Held 3DPC 30 49 0 16 Nov 2022
Grasp Learning: Models, Methods, and Performance Robert Platt 26 23 0 09 Nov 2022
Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity Wen-Min Zhou David Held OffRL 15 60 0 02 Nov 2022
Holo-Dex: Teaching Dexterity with Immersive Mixed Reality Sridhar Pandian Arunachalam Irmak Güzey Soumith Chintala Lerrel Pinto 48 69 0 12 Oct 2022
A Robotic Visual Grasping Design: Rethinking Convolution Neural Network with High-Resolutions Zhangli Zhou Shaochen Wang Ziyang Chen Mingyu Cai Z. Kan 37 3 0 15 Sep 2022
Volumetric-based Contact Point Detection for 7-DoF Grasping Junhao Cai Jingcheng Su Zi-Ye Zhou Hui Cheng Qifeng Chen M. Y. Wang 3DPC 48 9 0 14 Sep 2022
Learning Category-Level Manipulation Tasks from Point Clouds with Dynamic Graph CNNs Junchi Liang Abdeslam Boularias 3DPC 35 8 0 13 Sep 2022
Human Decision Makings on Curriculum Reinforcement Learning with Difficulty Adjustment Yilei Zeng Jiali Duan Yongqian Li Emilio Ferrara Lerrel Pinto Chloe Kuo Stefanos Nikolaidis 51 3 0 04 Aug 2022
Robot Policy Learning from Demonstration Using Advantage Weighting and Early Termination A. Mohtasib Gerhard Neumann Heriberto Cuayáhuitl OffRL 44 2 0 31 Jul 2022