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researcher

L. Peshkin

13 papers hereh-index 3622.7k citations95 works total

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

author position
  • sole author1
  • first author7
  • middle author2
  • last author3

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.LG4
  • cs.CL3
  • cs.DM1
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20012017
most citedLearning to Cooperate via Policy Search

226 citations · 686 across the 13 of their papers we have counts for

collaborators
Showing 2013 · cs.AIShow all

1 paper · 2 filters

cs.AI2013★ 188 cited

Learning Finite-State Controllers for Partially Observable Environments

Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim +1

Reactive (memoryless) policies are sufficient in completely observable Markov decision processes (MDPs), but some kind of memory is usually necessary for optimal control of a parti…

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