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researcher

Steven Kapturowski

8 papers hereh-index 121.9k citations15 works total

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

author position
  • first author1
  • middle author7

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI1
same name
  • Steven Kapturowski — 2 papers

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
20192022
most citedNever Give Up: Learning Directed Exploration Strategies

79 citations · 86 across the 3 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2020

Temporal Difference Uncertainties as a Signal for Exploration

Sebastian Flennerhag, Jane X. Wang, Pablo Sprechmann +7

An effective approach to exploration in reinforcement learning is to rely on an agent's uncertainty over the optimal policy, which can yield near-optimal exploration strategies in…

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