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Diego Martinez

2 papers hereh-index 214 citations3 works total

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

author position
  • first author2

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

fields
  • cs.LG1
  • cs.RO1
same name
  • Diego Martinez — 1 paper, h 2

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 citedDeep reinforcement learning oriented for real world dynamic scenarios

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023

Towards Personalized Preprocessing Pipeline Search

Diego Martinez, Daochen Zha, Qiaoyu Tan +1

Feature preprocessing, which transforms raw input features into numerical representations, is a crucial step in automated machine learning (AutoML) systems. However, the existing s…

cs.RO2022★ 1 cited

Deep reinforcement learning oriented for real world dynamic scenarios

Diego Martinez, Luis Riazuelo, Luis Montano

Autonomous navigation in dynamic environments is a complex but essential task for autonomous robots. Recent deep reinforcement learning approaches show promising results to solve t…

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