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researcher

Jonas Umlauft

Technical University of Munich

13 papers hereh-index 18931 citations27 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author12

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • eess.SY7
  • cs.LG6
affiliations
  • Technical University of Munich
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedStable Gaussian Process based Tracking Control of Lagrangian Systems

21 citations · 69 across the 10 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

eess.SY2023

Episodic Gaussian Process-Based Learning Control with Vanishing Tracking Errors

Armin Lederer, Jonas Umlauft, Sandra Hirche

Due to the increasing complexity of technical systems, accurate first principle models can often not be obtained. Supervised machine learning can mitigate this issue by inferring m…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.