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 …

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 …

Reorientdiff: Diffusion model based reorientation for object manipulation

UA Mishra, Y Chen - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
The ability to manipulate objects in desired configurations is a fundamental requirement for
robots to complete various practical applications. While certain goals can be achieved by …

Reorientbot: Learning object reorientation for specific-posed placement

K Wada, S James, AJ Davison - 2022 International Conference …, 2022 - ieeexplore.ieee.org
Robots need the capability of placing objects in arbitrary, specific poses to rearrange the
world and achieve various valuable tasks. Object reorientation plays a crucial role in this as …

Generative category-level shape and pose estimation with semantic primitives

G Li, Y Li, Z Ye, Q Zhang, T Kong… - … on Robot Learning, 2023 - proceedings.mlr.press
Empowering autonomous agents with 3D understanding for daily objects is a grand
challenge in robotics applications. When exploring in an unknown environment, existing …

Roboassembly: Learning generalizable furniture assembly policy in a novel multi-robot contact-rich simulation environment

M Yu, L Shao, Z Chen, T Wu, Q Fan, K Mo… - arxiv preprint arxiv …, 2021 - arxiv.org
Part assembly is a typical but challenging task in robotics, where robots assemble a set of
individual parts into a complete shape. In this paper, we develop a robotic assembly …

Integrating large language models with multimodal virtual reality interfaces to support collaborative human–robot construction work

S Park, CC Menassa, VR Kamat - Journal of Computing in Civil …, 2025 - ascelibrary.org
In the construction industry, where work environments are complex, unstructured and often
dangerous, the implementation of human–robot collaboration (HRC) is emerging as a …

Efficient object manipulation to an arbitrary goal pose: Learning-based anytime prioritized planning

K Xu, H Yu, R Huang, D Guo, Y Wang… - … on Robotics and …, 2022 - ieeexplore.ieee.org
We focus on the task of object manipulation to an arbitrary goal pose, in which a robot is
supposed to pick an assigned object to place at the goal position with a specific orientation …

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 …

Learning to reorient objects with stable placements afforded by extrinsic supports

P Xu, H Cheng, J Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Reorienting objects by using supports is a practical yet challenging manipulation task.
Owing to the intricate geometry of objects and the constrained feasible motions of the robot …