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researcher

A. Yanguas-Gil

19 papers hereh-index 262.6k citations123 works total

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

author position
  • sole author2
  • first author7
  • middle author9
  • last author1

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cond-mat.mtrl-sci5
  • cs.NE3
  • physics.app-ph2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedA Domain-Agnostic Approach for Characterization of Lifelong Learning Systems

17 citations · 68 across the 19 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022

General policy mapping: online continual reinforcement learning inspired on the insect brain

Angel Yanguas-Gil, Sandeep Madireddy

We have developed a model for online continual or lifelong reinforcement learning (RL) inspired on the insect brain. Our model leverages the offline training of a feature extractio…

cs.LG2022★ 14 cited

Machine learning and atomic layer deposition: predicting saturation times from reactor growth profiles using artificial neural networks

Angel Yanguas-Gil, Jeffrey W. Elam

In this work we explore the application of deep neural networks to the optimization of atomic layer deposition processes based on thickness values obtained at different points of a…

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