Search Results for author: Yiannis Karayiannidis

Found 3 papers, 2 papers with code

Planar Friction Modelling with LuGre Dynamics and Limit Surfaces

1 code implementation2 Aug 2023 Gabriel Arslan Waltersson, Yiannis Karayiannidis

Contact surfaces in planar motion exhibit a coupling between tangential and rotational friction forces.

Friction

Monte Carlo Filtering Objectives: A New Family of Variational Objectives to Learn Generative Model and Neural Adaptive Proposal for Time Series

no code implementations20 May 2021 Shuangshuang Chen, Sihao Ding, Yiannis Karayiannidis, Mårten Björkman

Learning generative models and inferring latent trajectories have shown to be challenging for time series due to the intractable marginal likelihoods of flexible generative models.

Time Series Time Series Analysis

Interpretability in Contact-Rich Manipulation via Kinodynamic Images

1 code implementation23 Feb 2021 Ioanna Mitsioni, Joonatan Mänttäri, Yiannis Karayiannidis, John Folkesson, Danica Kragic

In this work, we address the interpretability of NN-based models by introducing the kinodynamic images.

Robotics

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