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researcher

Susan A. Murphy

4 papers here

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

author position
  • first author1
  • middle author1
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML1
ORCID 0000-0002-2032-4286
same name
  • Susan A. Murphy — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20122023
most citedA Batch, Off-Policy, Actor-Critic Algorithm for Optimizing the Average Reward

17 citations · 21 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2016★ 17 cited

A Batch, Off-Policy, Actor-Critic Algorithm for Optimizing the Average Reward

S. A. Murphy, Y. Deng, E. B. Laber +3

We develop an off-policy actor-critic algorithm for learning an optimal policy from a training set composed of data from multiple individuals. This algorithm is developed with a vi…

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