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researcher

Ian Osband

41 papers hereh-index 2814.3k citations57 works total

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

author position
  • sole author5
  • first author18
  • middle author12
  • last author2

Across the 37 of 41 papers where every author was matched, so the position is known.

fields
  • cs.LG22
  • stat.ML14
  • cs.CL3
  • cs.AI2
same name
  • Ian Osband — 3 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
20132026
most citedNoisy Networks for Exploration

570 citations · 2.6k across the 40 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

stat.ML2013★ 228 cited

(More) Efficient Reinforcement Learning via Posterior Sampling

Ian Osband, Daniel Russo, Benjamin Van Roy

Most provably-efficient learning algorithms introduce optimism about poorly-understood states and actions to encourage exploration. We study an alternative approach for efficient e…

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