The Surprising Effectiveness of Linear Models for Visual Foresight in Object Pile Manipulation

21 February 2020

Papers citing "The Surprising Effectiveness of Linear Models for Visual Foresight in Object Pile Manipulation"

17 / 17 papers shown

Title
BaB-ND: Long-Horizon Motion Planning with Branch-and-Bound and Neural Dynamics Keyi Shen Jiangwei Yu Huan Zhang Yunzhu Li Yunzhu Li 87 1 0 12 Dec 2024
Gaussian Splatting Visual MPC for Granular Media Manipulation Wei-Cheng Tseng Ellina Zhang Krishna Murthy Jatavallabhula Florian Shkurti 3DGS 31 0 0 13 Oct 2024
Latent Space Planning for Multi-Object Manipulation with Environment-Aware Relational Classifiers Yixuan Huang Nichols Crawford Taylor Adam Conkey Weiyu Liu Tucker Hermans 36 7 0 18 May 2023
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes Haotian Xue Antonio Torralba J. Tenenbaum Daniel L. K. Yamins Yunzhu Li H. Tung PINN VGen AI4CE 61 8 0 22 Apr 2023
Learning Visuo-Haptic Skewering Strategies for Robot-Assisted Feeding Priya Sundaresan Suneel Belkhale Dorsa Sadigh 43 33 0 26 Nov 2022
Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization T. Lew Sumeet Singh M. Prats Jeffrey Bingham Jonathan Weisz ... Fei Xia Peng-Tao Xu Tingnan Zhang Jie Tan Montserrat Gonzalez 32 15 0 19 Oct 2022
Planning for Multi-Object Manipulation with Graph Neural Network Relational Classifiers Yixuan Huang Adam Conkey Tucker Hermans 17 26 0 24 Sep 2022
DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Tools Xingyu Lin Zhiao Huang Yunzhu Li J. Tenenbaum David Held Chuang Gan 30 72 0 31 Mar 2022
Noether Networks: Meta-Learning Useful Conserved Quantities Ferran Alet Dylan D. Doblar Allan Zhou J. Tenenbaum Kenji Kawaguchi Chelsea Finn 73 26 0 06 Dec 2021
A Differentiable Recipe for Learning Visual Non-Prehensile Planar Manipulation Bernardo Aceituno-Cabezas Alberto Rodriguez Shubham Tulsiani Abhinav Gupta Mustafa Mukadam 19 4 0 09 Nov 2021
SEED: Series Elastic End Effectors in 6D for Visuotactile Tool Use H. Suh Naveen Kuppuswamy Tao Pang P. Mitiguy A. Alspach Russ Tedrake 19 12 0 02 Nov 2021
Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks Bohan Wu Suraj Nair Li Fei-Fei Chelsea Finn OffRL LM&Ro 38 24 0 21 Sep 2021
Implicit Behavioral Cloning Peter R. Florence Corey Lynch Andy Zeng Oscar Ramirez Ayzaan Wahid Laura Downs Adrian S. Wong Johnny Lee Igor Mordatch Jonathan Tompson OffRL 49 368 0 01 Sep 2021
An Efficient Image-to-Image Translation HourGlass-based Architecture for Object Pushing Policy Learning Marco Ewerton Ángel Martínez-González J. Odobez 24 7 0 02 Aug 2021
MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale Dmitry Kalashnikov Jacob Varley Yevgen Chebotar Benjamin Swanson Rico Jonschkowski Chelsea Finn Sergey Levine Karol Hausman OffRL 47 270 0 16 Apr 2021
Decision Making in Joint Push-Grasp Action Space for Large-Scale Object Sorting Zherong Pan Kris K. Hauser 13 21 0 20 Oct 2020
Keypoints into the Future: Self-Supervised Correspondence in Model-Based Reinforcement Learning Lucas Manuelli Yunzhu Li Peter R. Florence Russ Tedrake SSL 22 102 0 10 Sep 2020