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J. Hernandez-Garcia

6 papers hereh-index 5604 citations7 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI2
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedUnderstanding Multi-Step Deep Reinforcement Learning: A Systematic Study of the DQN Target

41 citations · 64 across the 6 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

Can Scale Save Us From Plasticity Loss in Large Language Models?

J. Fernando Hernandez-Garcia, Tomás Figliolia, Beren Millidge

The loss of plasticity - the ability of a network to learn new information after having already learned older information - is a fundamental challenge in creating artificial neural…

cs.AI2017★ 15 cited

Multi-step Reinforcement Learning: A Unifying Algorithm

Kristopher De Asis, J. Fernando Hernandez-Garcia, G. Zacharias Holland +1

Unifying seemingly disparate algorithmic ideas to produce better performing algorithms has been a longstanding goal in reinforcement learning. As a primary example, TD(λ) elegant…

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