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researcher

P. M. Scheikl

15 papers hereh-index 9410 citations19 works total

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

author position
  • first author4
  • middle author7
  • last author1

Across the 12 of 15 papers where every author was matched, so the position is known.

fields
  • cs.RO11
  • cs.CV3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedSim-To-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery

73 citations · 177 across the 11 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.RO2024

LUDO: Low-Latency Understanding of Deformable Objects using Point Cloud Occupancy Functions

Pit Henrich, Franziska Mathis-Ullrich, Paul Maria Scheikl

Accurately determining the shape of deformable objects and the location of their internal structures is crucial for medical tasks that require precise targeting, such as robotic bi…

cs.RO2024★ 73 cited

Sim-To-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery

Paul Maria Scheikl, Eleonora Tagliabue, Balázs Gyenes +4

Automation holds the potential to assist surgeons in robotic interventions, shifting their mental work load from visuomotor control to high level decision making. Reinforcement lea…

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