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Victor Vantilborgh

2 accepted papers

2026

Distributionally Robust Control via Stein Variational Inference for Contact-rich Manipulation

RSS 2026poster

Reliable robotic manipulation requires control policies that can accurately represent and adapt to uncertainty arising from contact-rich interactions. Modern data-driven methods mitigate uncertainty through large-scale training and computation, and degrade significantly in performance with limited n…

Cited by 0SourceScholar
2025

Probabilistic Latent Variable Modeling for Dynamic Friction Identification and Estimation

ICRA 2025

Precise identification of dynamic models in robotics is essential to support dynamic simulations, control design, friction compensation, output torque estimation, etc. A longstanding challenge remains in the development and identification of friction models for robotic joints, given the numerous phy

Cited by 2SourceScholar