Search Results for author: Inna Sharf

Found 3 papers, 1 papers with code

Learning the Latent Space of Robot Dynamics for Cutting Interaction Inference

1 code implementation22 Jul 2020 Sahand Rezaei-Shoshtari, David Meger, Inna Sharf

Utilization of latent space to capture a lower-dimensional representation of a complex dynamics model is explored in this work.

Object

Cascaded Gaussian Processes for Data-efficient Robot Dynamics Learning

no code implementations5 Oct 2019 Sahand Rezaei-Shoshtari, David Meger, Inna Sharf

Motivated by the recursive Newton-Euler formulation, we propose a novel cascaded Gaussian process learning framework for the inverse dynamics of robot manipulators.

Dimensionality Reduction Gaussian Processes

Stability Constrained Mobile Manipulation Planning on Rough Terrain

no code implementations10 May 2021 Jiazhi Song, Inna Sharf

This paper presents a framework that allows online dynamic-stability-constrained optimal trajectory planning of a mobile manipulator robot working on rough terrain.

Computational Efficiency Trajectory Planning

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