cite.md
February 2, 2026 ยท View on GitHub
Please consider citing PARC:
@inproceedings{xu2025parc,
author = {Xu, Michael and Shi, Yi and Yin, KangKang and Peng, Xue Bin},
title = {PARC: Physics-based Augmentation with Reinforcement Learning for Character Controllers},
year = {2025},
booktitle={SIGGRAPH 2025 Conference Papers (SIGGRAPH '25 Conference Papers)}
}
Please also consider citing MimicKit, the codebase that PARC was built on:
@misc{MimicKit,
title = {MimicKit},
author = {Peng, Xue Bin},
year = {2025},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/xbpeng/MimicKit}},
}
If you find Motionscope helpful, please consider citing:
@software{Xu_Michael_Motionscope,
author = {Xu, Michael and Peng, Xue Bin},
title = {{motionscope}},
year = {2025},
month = aug,
version = {0.0.1},
url = {https://github.com/mshoe/PARC},
license = {MIT}
}
Motionscope is built on top of a wonderful tool called Polyscope. Please consider citing Polyscope here:
@misc{polyscope,
title = {Polyscope},
author = {Nicholas Sharp and others},
note = {www.polyscope.run},
year = {2019}
}
Also, consider citing these important papers which PARC's motion tracker and motion generator builds upon:
DeepMimic
@article{
2018-TOG-deepMimic,
author = {Peng, Xue Bin and Abbeel, Pieter and Levine, Sergey and van de Panne, Michiel},
title = {DeepMimic: Example-guided Deep Reinforcement Learning of Physics-based Character Skills},
journal = {ACM Trans. Graph.},
issue_date = {August 2018},
volume = {37},
number = {4},
month = jul,
year = {2018},
issn = {0730-0301},
pages = {143:1--143:14},
articleno = {143},
numpages = {14},
url = {http://doi.acm.org/10.1145/3197517.3201311},
doi = {10.1145/3197517.3201311},
acmid = {3201311},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {motion control, physics-based character animation, reinforcement learning},
}
Motion Diffusion Model
@inproceedings{
tevet2023human,
title={Human Motion Diffusion Model},
author={Guy Tevet and Sigal Raab and Brian Gordon and Yoni Shafir and Daniel Cohen-or and Amit Haim Bermano},
booktitle={The Eleventh International Conference on Learning Representations },
year={2023},
url={https://openreview.net/forum?id=SJ1kSyO2jwu}
}