This repository is the implementation of our SIGGRAPH Asia 2020 paper:
Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning
Hanqing Wang, Wei Liang, Lap-Fai Yu.
We propose a novel approach for automatically generating a move plan for scene arrangement. Given a scene like an apartment with many furniture objects, to transform its layout into another layout, one would need to determine a collision-free move plan.
Please refer to our paper for the detailed formulations.
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Install Jupyter Install jupyter using the following scripts.
pip install jupyter
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Install Requirements To be updated.
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Build Files To be updated.
To be updated.
To be updated.
- Release the checkpoint.
- Add training code.
Please cite this paper in your publications if it helps your research:
@article{wang2020scenem,
author = {Hanqing Wang and Wei Liang and Lap-Fai Yu},
title = {Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning},
journal = {ACM Transactions on Graphics},
volume = {39},
number = {6},
year = {2020}
}
Scene Mover is freely available for non-commercial use, and may be redistributed under these conditions. Please see the license for further details. For commercial license, please contact the authors.
- hanqingwang[at]bit[dot]edu[dot]cn, Hanqing Wang