SAGCI-System: Towards Sample-Efficient, Generalizable, Compositional,
and Incremental Robot Learning

SAGCI-System: Towards Sample-Efficient, Generalizable, Compositional, and Incremental Robot Learning

29 November 2021

Papers citing "SAGCI-System: Towards Sample-Efficient, Generalizable, Compositional, and Incremental Robot Learning"

12 / 12 papers shown

Title
Learning the Generalizable Manipulation Skills on Soft-body Tasks via Guided Self-attention Behavior Cloning Policy XueTao Li Fang Gao Jun Yu Shaodong Li Feng Shuang LM&Ro 18 0 0 08 Oct 2024
Articulated Object Manipulation using Online Axis Estimation with SAM2-Based Tracking Xi Wang Tianxing Chen Qiaojun Yu Tianling Xu Zanxin Chen Yiting Fu Cewu Lu Cewu Lu Ping Luo Ping Luo 39 4 0 24 Sep 2024
SoftMAC: Differentiable Soft Body Simulation with Forecast-based Contact Model and Two-way Coupling with Articulated Rigid Bodies and Clothes Min Liu Gang Yang Siyuan Luo Lin Shao 25 3 0 06 Dec 2023
ImageManip: Image-based Robotic Manipulation with Affordance-guided Next View Selection Xiaoqi Li Yanzi Wang Yan Shen Ponomarenko Iaroslav Haoran Lu Qianxu Wang Boshi An Jiaming Liu Hao Dong 25 5 0 13 Oct 2023
Ditto in the House: Building Articulation Models of Indoor Scenes through Interactive Perception Cheng-Chun Hsu Zhenyu Jiang Yuke Zhu 30 30 0 02 Feb 2023
SAM-RL: Sensing-Aware Model-Based Reinforcement Learning via Differentiable Physics-Based Simulation and Rendering Jun Lv Yunhai Feng Cheng Zhang Shu Zhao Lin Shao Cewu Lu 16 24 0 27 Oct 2022
Frame Mining: a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds Minghua Liu Xuanlin Li Z. Ling Yangyan Li Hao Su 29 31 0 14 Oct 2022
A Real2Sim2Real Method for Robust Object Grasping with Neural Surface Reconstruction Luobin Wang Runlin Guo Q. Vuong Yuzhe Qin Hao Su Henrik I. Christensen 3DH 3DPC 20 17 0 06 Oct 2022
SAPIEN: A SimulAted Part-based Interactive ENvironment Fanbo Xiang Yuzhe Qin Kaichun Mo Yikuan Xia Hao Zhu ... He-Nan Wang Li Yi Angel X. Chang Leonidas J. Guibas Hao Su 204 485 0 19 Mar 2020
SPNets: Differentiable Fluid Dynamics for Deep Neural Networks Connor Schenck D. Fox PINN 3DPC AI4CE 167 161 0 15 Jun 2018
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 238 438 0 01 Dec 2016
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 278 1,400 0 01 Dec 2016