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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 2002Show all

1 paper · 1 filter

cs.AI2002★ 47 cited

Learning from Scarce Experience

Leonid Peshkin, Christian R. Shelton

Searching the space of policies directly for the optimal policy has been one popular method for solving partially observable reinforcement learning problems. Typically, with each c…

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