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ARAşTıRMA · MAKINE ÖğRENMESI arXiv:2610.18835 13 Eki 2026 · v1

RoboSimStudio: An Interactive Toolkit for Rapid Real2Sim of Robot Manipulation Tasks

Kaiyuan Chen, Shuangyu Xie, Uksang Yoo, Xinyue Zhu, Cael Magner, +7 yazar

YAYIN:13 Eki 2026 ALAN:cs.RO OKUMA:4

Özet

It is difficult to accurately model the physics of the interaction between a robot and the objects it manipulates, including contact mechanics, coupled contact dynamics, deformations, stiffness and friction. We present RoboSimStudio (RSS), an interactive toolkit that makes choices of solver, contact model, and physical parameters explicit and editable, allowing both humans and coding agents to iteratively refine simulations based on observed physical behavior. We implement RSS with the open Newton physics simulation system and describe experiments with human-guided real2sim using (1) visual evaluation, (2) force-feedback and (3) agentic Real2Sim2Real. Code, video and additional information can be found on the project website.

Özetle: It is difficult to accurately model the physics of the interaction between a robot and the objects it manipulates, including contact mechanics, coupled contact dynamics, deformations, stiffness and friction.

Özet

It is difficult to accurately model the physics of the interaction between a robot and the objects it manipulates, including contact mechanics, coupled contact dynamics, deformations, stiffness and friction. We present RoboSimStudio (RSS), an interactive toolkit that makes choices of solver, contact model, and physical parameters explicit and editable, allowing both humans and coding agents to iteratively refine simulations based on observed physical behavior. We implement RSS with the open Newton physics simulation system and describe experiments with human-guided real2sim using (1) visual evaluation, (2) force-feedback and (3) agentic Real2Sim2Real. Code, video and additional information can be found on the project website.

Orijinal Özet (İngilizce)

It is difficult to accurately model the physics of the interaction between a robot and the objects it manipulates, including contact mechanics, coupled contact dynamics, deformations, stiffness and friction. We present RoboSimStudio (RSS), an interactive toolkit that makes choices of solver, contact model, and physical parameters explicit and editable, allowing both humans and coding agents to iteratively refine simulations based on observed physical behavior. We implement RSS with the open Newton physics simulation system and describe experiments with human-guided real2sim using (1) visual evaluation, (2) force-feedback and (3) agentic Real2Sim2Real. Code, video and additional information can be found on the project website.

Kaynak: arXiv:2610.18835 · PDF

BibTeX

@article{chen2026robosimstudio,
  title   = {RoboSimStudio: An Interactive Toolkit for Rapid Real2Sim of Robot Manipulation Tasks},
  author  = {Kaiyuan Chen and Shuangyu Xie and Uksang Yoo and Xinyue Zhu and Cael Magner and Alvin Zhu and Daehwa Kim and Eric Heiden and Erwin Coumans and Miles Macklin and Spencer Huang and Ken Goldberg},
  journal = {arXiv preprint arXiv:2610.18835},
  year    = {2026},
  url     = {https://arxiv.org/abs/2610.18835}
}

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