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researcher

G. Martius

21 papers hereh-index 9310 citations28 works total

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

author position
  • middle author10
  • last author11

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.RO10
  • cs.LG9
  • cs.GR1
  • cs.NE1
same name
  • G. Martius — 64 papers, h 34

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
20232026
most citedNatural and Robust Walking using Reinforcement Learning without Demonstrations in High-Dimensional Musculoskeletal Models

10 citations · 22 across the 21 of their papers we have counts for

collaborators
Showing 2024 · cs.ROShow all

3 papers · 2 filters

cs.RO2024

Identifying Terrain Physical Parameters from Vision -- Towards Physical-Parameter-Aware Locomotion and Navigation

Jiaqi Chen, Jonas Frey, Ruyi Zhou +3

Identifying the physical properties of the surrounding environment is essential for robotic locomotion and navigation to deal with non-geometric hazards, such as slippery and defor…

cs.RO2024★ 2 cited

Wild Visual Navigation: Fast Traversability Learning via Pre-Trained Models and Online Self-Supervision

Matías Mattamala, Jonas Frey, Piotr Libera +5

Natural environments such as forests and grasslands are challenging for robotic navigation because of the false perception of rigid obstacles from high grass, twigs, or bushes. In…

cs.RO2024

Learning to Control Emulated Muscles in Real Robots: Towards Exploiting Bio-Inspired Actuator Morphology

Pierre Schumacher, Lorenz Krause, Jan Schneider +3

Recent studies have demonstrated the immense potential of exploiting muscle actuator morphology for natural and robust movement -- in simulation. A validation on real robotic hardw…

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