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researcher

N. Roy

27 papers hereh-index 7522.1k citations347 works total

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

author position
  • first author2
  • middle author10
  • last author15

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.RO18
  • cs.LG3
  • cs.AI2
  • cs.CV2
  • cs.CL1
  • stat.ML1
same name
  • N. Roy — 84 papers, h 20
  • N. Roy — 42 papers, h 12
  • N. Roy — 23 papers, h 11
  • N. Roy — 18 papers, h 8
  • N. Roy — 15 papers, h 14
  • N. Roy — 13 papers, h 3

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
20112022
most citedFinding Approximate POMDP solutions Through Belief Compression

255 citations · 492 across the 24 of their papers we have counts for

collaborators
Showing 2011 · cs.AIShow all

1 paper · 2 filters

cs.AI2011★ 255 cited

Finding Approximate POMDP solutions Through Belief Compression

N. Roy, G. Gordon, S. Thrun

Standard value function approaches to finding policies for Partially Observable Markov Decision Processes (POMDPs) are generally considered to be intractable for large models. The…

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