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researcher

A. F. Amil

3 papers hereh-index 7203 citations16 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedDiscretization of continuous input spaces in the hippocampal autoencoder

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021

Sequential memory improves sample and memory efficiency in Episodic Control

Ismael T. Freire, Adrián F. Amil, Paul F. M. J. Verschure

State of the art deep reinforcement learning algorithms are sample inefficient due to the large number of episodes they require to achieve asymptotic performance. Episodic Reinforc…

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