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Susan A. Murphy

3 papers hereh-index 440 citations6 works total

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.HC1
  • cs.LG1
same name
  • Susan A. Murphy — 7 papers, h 4
  • Susan A. Murphy — 6 papers, h 6
  • Susan A. Murphy — 4 papers
  • Susan A. Murphy — 3 papers, h 3
  • Susan A. Murphy — 3 papers, h 2
  • Susan A. Murphy — 2 papers, h 1

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

most citedTowards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning

2 citations · 3 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024

Non-Stationary Latent Auto-Regressive Bandits

Anna L. Trella, Walter Dempsey, Asim H. Gazi +3

For the non-stationary multi-armed bandit (MAB) problem, many existing methods allow a general mechanism for the non-stationarity, but rely on a budget for the non-stationarity tha…

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