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S. Booth

7 papers hereh-index 11707 citations21 works total

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

author position
  • first author2
  • middle author4
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CL1
  • cs.RO1
same name
  • S. Booth — 12 papers, h 12
  • S. Booth — 3 papers, h 21
  • S. Booth — 3 papers, h 2
  • S. Booth — 1 paper, h 2
  • S. Booth — 1 paper, h 13
  • S. Booth — 1 paper, h 18

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
20202022
most citedMachine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development

40 citations · 77 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 8 cited

Models of human preference for learning reward functions

W. Bradley Knox, Stephane Hatgis-Kessell, Serena Booth +3

The utility of reinforcement learning is limited by the alignment of reward functions with the interests of human stakeholders. One promising method for alignment is to learn the r…

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