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researcher

William Steenbergen

2 papers hereh-index 251 citations2 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 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedReinforcement Learning Tutor Better Supported Lower Performers in a Math Task

4 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2023★ 4 cited

Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task

Sherry Ruan, Allen Nie, William Steenbergen +9

Resource limitations make it hard to provide all students with one of the most effective educational interventions: personalized instruction. Reinforcement learning could be a key…

cs.LG2022★ 2 cited

Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data

Allen Nie, Yannis Flet-Berliac, Deon R. Jordan +2

Offline reinforcement learning (RL) can be used to improve future performance by leveraging historical data. There exist many different algorithms for offline RL, and it is well re…

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