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researcher

Peter Karkus

National University of Singapore

14 papers hereh-index 161.2k citations41 works total

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

author position
  • first author6
  • middle author7

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.RO3
  • cs.CV2
  • cs.AI1
  • quant-ph1
affiliations
  • National University of Singapore
Homepage

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedDiscriminative Particle Filter Reinforcement Learning for Complex Partial Observations

23 citations · 40 across the 7 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2020★ 6 cited

Physically Embedded Planning Problems: New Challenges for Reinforcement Learning

Mehdi Mirza, Andrew Jaegle, Jonathan J. Hunt +9

Recent work in deep reinforcement learning (RL) has produced algorithms capable of mastering challenging games such as Go, chess, or shogi. In these works the RL agent directly obs…

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