arXiv Open Access 2022

Midas: A Multi-Joint Robotics Simulator with Intersection-Free Frictional Contact

Yunuo Chen Minchen Li Wenlong Lu Chuyuan Fu Chenfanfu Jiang
Lihat Sumber

Abstrak

We introduce Midas, a robotics simulation framework based on the Incremental Potential Contact (IPC) model. Our simulator guarantees intersection-free, stable, and accurate resolution of frictional contact. We demonstrate the efficacy of our framework with experimental validations on high-precision tasks and through comparisons with Bullet physics. A reinforcement learning pipeline using Midas is also developed and tested to perform intersection-free peg-in-hole tasks.

Topik & Kata Kunci

Penulis (5)

Y

Yunuo Chen

M

Minchen Li

W

Wenlong Lu

C

Chuyuan Fu

C

Chenfanfu Jiang

Format Sitasi

Chen, Y., Li, M., Lu, W., Fu, C., Jiang, C. (2022). Midas: A Multi-Joint Robotics Simulator with Intersection-Free Frictional Contact. https://arxiv.org/abs/2210.00130

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2022
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓