A Dataset of Daily Interactive Manipulation

Yongqiang Huang; Yu Sun

A Dataset of Daily Interactive Manipulation

Robotics 2018-07-04 v1

Authors: Yongqiang Huang , Yu Sun

Abstract

Robots that succeed in factories stumble to complete the simplest daily task humans take for granted, for the change of environment makes the task exceedingly difficult. Aiming to teach robot perform daily interactive manipulation in a changing environment using human demonstrations, we collected our own data of interactive manipulation. The dataset focuses on position, orientation, force, and torque of objects manipulated in daily tasks. The dataset includes 1,593 trials of 32 types of daily motions and 1,596 trials of pouring alone, as well as helper code. We present our dataset to facilitate the research on task-oriented interactive manipulation.

Keywords

imitation learning robotic manipulation human-robot interaction

Cite

@article{arxiv.1807.00858,
  title  = {A Dataset of Daily Interactive Manipulation},
  author = {Yongqiang Huang and Yu Sun},
  journal= {arXiv preprint arXiv:1807.00858},
  year   = {2018}
}

Related papers

View all related →