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researcher

P. Sunehag

23 papers hereh-index 183.8k citations67 works total

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

author position
  • sole author1
  • first author9
  • middle author8
  • last author5

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.AI10
  • cs.LG5
  • cs.MA3
  • cs.NE2
  • physics.data-an2
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedDeep Reinforcement Learning in Large Discrete Action Spaces

265 citations · 424 across the 21 of their papers we have counts for

collaborators
Showing 2012 · cs.AIShow all

1 paper · 2 filters

cs.AI2012

Optimistic Agents are Asymptotically Optimal

Peter Sunehag, Marcus Hutter

We use optimism to introduce generic asymptotically optimal reinforcement learning agents. They achieve, with an arbitrary finite or compact class of environments, asymptotically o…

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