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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 2019Show all

1 paper · 1 filter

cs.RO2019★ 31 cited

Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving

Maxime Bouton, Jesper Karlsson, Alireza Nakhaei +3

Designing reliable decision strategies for autonomous urban driving is challenging. Reinforcement learning (RL) has been used to automatically derive suitable behavior in uncertain…

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