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researcher

J. Pajarinen

92 papers hereh-index 212.6k citations152 works total

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

author position
  • sole author1
  • first author4
  • middle author31
  • last author52

Across the 88 of 92 papers where every author was matched, so the position is known.

fields
  • cs.LG35
  • cs.RO25
  • cs.CV17
  • cs.AI10
  • cs.MA2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedPartially Observable Markov Decision Processes in Robotics: A Survey

177 citations · 264 across the 79 of their papers we have counts for

collaborators
Showing 2020 · cs.AIShow all

1 paper · 2 filters

cs.AI2020★ 2 cited

Technical Report: The Policy Graph Improvement Algorithm

Joni Pajarinen

Optimizing a partially observable Markov decision process (POMDP) policy is challenging. The policy graph improvement (PGI) algorithm for POMDPs represents the policy as a fixed si…

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