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researcher

John D. Martin

1 paper here

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
ORCID 0000-0001-5108-4679
same name
  • John D. Martin — 9 papers
  • John D. Martin — 5 papers
  • John D. Martin — 1 paper

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

collaborators

1 paper

cs.LG2024

Meta-Gradient Search Control: A Method for Improving the Efficiency of Dyna-style Planning

Bradley Burega, John D. Martin, Luke Kapeluck +1

We study how a Reinforcement Learning (RL) system can remain sample-efficient when learning from an imperfect model of the environment. This is particularly challenging when the le…

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