InsertionNet -- A Scalable Solution for Insertion

29 April 2021

Papers citing "InsertionNet -- A Scalable Solution for Insertion"

27 / 27 papers shown

Title
Integrating Model-based Control and RL for Sim2Real Transfer of Tight Insertion Policies Isidoros Marougkas Dhruv Metha Ramesh Joe H. Doerr Edgar Granados Aravind Sivaramakrishnan Abdeslam Boularias Kostas E. Bekris OffRL 2 0 0 17 May 2025
QBIT: Quality-Aware Cloud-Based Benchmarking for Robotic Insertion Tasks Constantin Schempp Yongzhou Zhang Christian Friedrich Björn Hein 63 0 0 10 Mar 2025
MatchMaker: Automated Asset Generation for Robotic Assembly Yian Wang Bingjie Tang Chuang Gan Dieter Fox Kaichun Mo Yashraj S. Narang Iretiayo Akinola 53 0 0 07 Mar 2025
SRSA: Skill Retrieval and Adaptation for Robotic Assembly Tasks Yijie Guo Bingjie Tang Iretiayo Akinola Dieter Fox Abhishek Gupta Yashraj S. Narang 44 0 0 06 Mar 2025
A comparison of visual representations for real-world reinforcement learning in the context of vacuum gripping Nico Sutter Valentin N. Hartmann Stelian Coros OffRL 66 0 0 04 Mar 2025
AugInsert: Learning Robust Visual-Force Policies via Data Augmentation for Object Assembly Tasks Ryan Diaz Adam Imdieke Vivek Veeriah Karthik Desingh 23 0 0 19 Oct 2024
TacDiffusion: Force-domain Diffusion Policy for Precise Tactile Manipulation Yansong Wu Zongxie Chen Fan Wu L. Chen Liding Zhang Zhenshan Bing Abdalla Swikir Sami Haddadin Sami Haddadin 69 10 0 17 Sep 2024
Automating Deformable Gasket Assembly Simeon Adebola Tara Sadjadpour Karim El-Refai Will Panitch Zehan Ma ... Tianshuang Qiu Shreya Ganti Charlotte Le Jaimyn Drake Ken Goldberg AI4CE 34 0 0 22 Aug 2024
From Imitation to Refinement -- Residual RL for Precise Visual Assembly Lars Ankile Anthony Simeonov Idan Shenfeld M. Torné Pulkit Agrawal OffRL 39 7 0 23 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 41 13 0 10 Jul 2024
Tilde: Teleoperation for Dexterous In-Hand Manipulation Learning with a DeltaHand Zilin Si Kevin Zhang F. Z. Temel Oliver Kroemer 56 8 0 29 May 2024
JUICER: Data-Efficient Imitation Learning for Robotic Assembly Lars Ankile Anthony Simeonov Idan Shenfeld Pulkit Agrawal LM&Ro 42 15 0 04 Apr 2024
SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning Jianlan Luo Zheyuan Hu Charles Xu You Liang Tan Jacob Berg Archit Sharma S. Schaal Chelsea Finn Abhishek Gupta Sergey Levine OffRL OnRL 34 41 0 29 Jan 2024
MResT: Multi-Resolution Sensing for Real-Time Control with Vision-Language Models Saumya Saxena Mohit Sharma Oliver Kroemer 34 4 0 25 Jan 2024
PolyFit: A Peg-in-hole Assembly Framework for Unseen Polygon Shapes via Sim-to-real Adaptation Geonhyup Lee Joosoon Lee Sangjun Noh Minhwan Ko Kangmin Kim Kyoobin Lee 23 2 0 05 Dec 2023
Working Backwards: Learning to Place by Picking Oliver Limoyo Abhisek Konar Trevor Ablett Jonathan Kelly F. Hogan Gregory Dudek 25 0 0 04 Dec 2023
Bridging the Sim-to-Real Gap with Dynamic Compliance Tuning for Industrial Insertion Xiang Zhang Masayoshi Tomizuka Hui Li 45 12 0 13 Nov 2023
IndustReal: Transferring Contact-Rich Assembly Tasks from Simulation to Reality Bingjie Tang Michael A. Lin Iretiayo Akinola Ankur Handa Gaurav Sukhatme Fabio Ramos Dieter Fox Yashraj S. Narang OffRL 27 46 0 26 May 2023
RAMP: A Benchmark for Evaluating Robotic Assembly Manipulation and Planning J. Collins Mark Robson Jun Yamada Mohan Sridharan Karol Janik Ingmar Posner 37 14 0 16 May 2023
Efficient Skill Acquisition for Complex Manipulation Tasks in Obstructed Environments Jun Yamada J. Collins Ingmar Posner 36 8 0 06 Mar 2023
Robotic Assembly Control Reconfiguration Based on Transfer Reinforcement Learning for Objects with Different Geometric Features Yuhang Gai Bin Wang Jiwen Zhang Dan Wu Ken Chen 26 0 0 04 Nov 2022
Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from Vision Ashvin Nair Brian Zhu Gokul Narayanan Eugen Solowjow Sergey Levine OffRL OnRL 28 15 0 27 Oct 2022
Safe Self-Supervised Learning in Real of Visuo-Tactile Feedback Policies for Industrial Insertion Letian Fu Huang Huang Lars Berscheid Hui Li Ken Goldberg Sachin Chitta 39 18 0 04 Oct 2022
Sim-to-Real Transfer of Robotic Assembly with Visual Inputs Using CycleGAN and Force Control C. Yuan Yunlei Shi Qian Feng Chunyang Chang Zhaopeng Chen Alois C. Knoll Jianwei Zhang 29 8 0 30 Aug 2022
Residual Robot Learning for Object-Centric Probabilistic Movement Primitives João Carvalho Dorothea Koert Marek Daniv Jan Peters 29 8 0 08 Mar 2022
InsertionNet 2.0: Minimal Contact Multi-Step Insertion Using Multimodal Multiview Sensory Input Oren Spector Vladimir Tchuiev Dotan Di Castro 24 23 0 02 Mar 2022
Offline Meta-Reinforcement Learning for Industrial Insertion Tony Zhao Jianlan Luo Oleg O. Sushkov Rugile Pevceviciute N. Heess Jonathan Scholz S. Schaal Sergey Levine OffRL OnRL 27 80 0 08 Oct 2021