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Matthias Kerzel

39 papers hereh-index 17951 citations83 works total

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

author position
  • first author2
  • middle author36

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • cs.RO21
  • cs.CV5
  • cs.AI4
  • cs.LG4
  • cs.CL2
  • cs.NE2
same name
  • Matthias Kerzel — 3 papers, h 1
  • Matthias Kerzel — 1 paper

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
20182026
most citedIntelligent problem-solving as integrated hierarchical reinforcement learning

93 citations · 202 across the 37 of their papers we have counts for

collaborators
Showing 2022 · cs.ROShow all

2 papers · 2 filters

cs.RO2022

Learning to Autonomously Reach Objects with NICO and Grow-When-Required Networks

Nima Rahrakhshan, Matthias Kerzel, Philipp Allgeuer +2

The act of reaching for an object is a fundamental yet complex skill for a robotic agent, requiring a high degree of visuomotor control and coordination. In consideration of dynami…

cs.RO2022★ 2 cited

Learning Flexible Translation between Robot Actions and Language Descriptions

Ozan Özdemir, Matthias Kerzel, Cornelius Weber +2

Handling various robot action-language translation tasks flexibly is an essential requirement for natural interaction between a robot and a human. Previous approaches require chang…

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