Se (3)-equivariant relational rearrangement with neural descriptor fields

A Simeonov, Y Du, YC Lin, AR Garcia… - … on Robot Learning, 2023 - proceedings.mlr.press
We present a framework for specifying tasks involving spatial relations between objects
using only 5-10 demonstrations and then executing such tasks given point cloud …

Shelving, stacking, hanging: Relational pose diffusion for multi-modal rearrangement

A Simeonov, A Goyal, L Manuelli, L Yen-Chen… - arXiv preprint arXiv …, 2023 - arxiv.org
We propose a system for rearranging objects in a scene to achieve a desired object-scene
placing relationship, such as a book inserted in an open slot of a bookshelf. The pipeline …

Learning to Place Unseen Objects Stably using a Large-scale Simulation

S Noh, R Kang, T Kim, S Back, S Bak… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
Object placement is a fundamental task for robots, yet it remains challenging for partially
observed objects. Existing methods for object placement have limitations, such as the …