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researcher

Aivar Sootla

20 papers hereh-index 14688 citations67 works total

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

author position
  • first author9
  • middle author10

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • math.OC6
  • eess.SY4
  • cs.CV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedSAMBA: Safe Model-Based & Active Reinforcement Learning

17 citations · 40 across the 10 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021★ 1 cited

DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention

David Mguni, Usman Islam, Yaqi Sun +7

Reinforcement learning (RL) involves performing exploratory actions in an unknown system. This can place a learning agent in dangerous and potentially catastrophic system states. C…

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