DensePhysNet: Learning Dense Physical Object Representations Via Multi-Step Dynamic Interactions

We study the problem of learning physical object representations for robot manipulation. Understanding object physics is critical for successful object manipulation, but also challenging because physical object properties can rarely be inferred from the object's static appearance. In this paper...

Full description

Bibliographic Details
Main Authors: Xu, Zhenjia (Author), Wu, Jiajun (Author), Zeng, Andy (Author), Tenenbaum, Joshua (Author), Song, Shuran (Author)
Format: Article
Language:English
Published: Robotics: Science and Systems Foundation, 2021-12-07T13:49:46Z.
Subjects:
Online Access:Get fulltext