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Maximilian Karl

16 papers hereh-index 8891 citations24 works total

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

author position
  • first author6
  • middle author7
  • last author3

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.RO5
  • stat.ML5
  • cs.LG4
  • cs.CE1
  • cs.NE1
same name
  • Maximilian Karl — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedDeep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data

74 citations · 155 across the 16 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.ML2017★ 11 cited

Unsupervised Real-Time Control through Variational Empowerment

Maximilian Karl, Maximilian Soelch, Philip Becker-Ehmck +3

We introduce a methodology for efficiently computing a lower bound to empowerment, allowing it to be used as an unsupervised cost function for policy learning in real-time control.…

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