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Jana Tumova

23 papers hereh-index 272.1k citations95 works total

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

author position
  • first author5
  • middle author13
  • last author5

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.RO9
  • eess.SY8
  • cs.SE3
  • cs.AI1
  • cs.MA1
  • math.OC1
same name
  • Jana Tumova — 13 papers, h 5
  • Jana Tumova — 12 papers, h 2
  • Jana Tumova — 2 papers, h 1
  • Jana Tumova — 2 papers, h 2

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
20102023
most citedReinforcement Learning with Probabilistic Guarantees for Autonomous Driving

31 citations · 85 across the 19 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2020★ 1 cited

Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes

Maxime Bouton, Jana Tumova, Mykel J. Kochenderfer

Autonomous systems are often required to operate in partially observable environments. They must reliably execute a specified objective even with incomplete information about the s…

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