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researcher

S. Wölk

17 papers hereh-index 10368 citations27 works total

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

author position
  • first author5
  • middle author9
  • last author3

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • quant-ph16
  • physics.atom-ph1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedExperimental quantum speed-up in reinforcement learning agents

178 citations · 571 across the 16 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

quant-ph2021★ 11 cited

Performance analysis of a hybrid agent for quantum-accessible reinforcement learning

Arne Hamann, Sabine Wölk

In the last decade quantum machine learning has provided fascinating and fundamental improvements to supervised, unsupervised and reinforcement learning. In reinforcement learning,…

quant-ph2021★ 178 cited

Experimental quantum speed-up in reinforcement learning agents

Valeria Saggio, Beate E. Asenbeck, Arne Hamann +10

Increasing demand for algorithms that can learn quickly and efficiently has led to a surge of development within the field of artificial intelligence (AI). An important paradigm wi…

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