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researcher

M. G. Ortiz

12 papers hereh-index 11455 citations31 works total

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

author position
  • first author1
  • middle author8
  • last author3

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.AI2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedContinual State Representation Learning for Reinforcement Learning using Generative Replay

18 citations · 57 across the 10 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 2 cited

Efficient entity-based reinforcement learning

Vince Jankovics, Michael Garcia Ortiz, Eduardo Alonso

Recent deep reinforcement learning (DRL) successes rely on end-to-end learning from fixed-size observational inputs (e.g. image, state-variables). However, many challenging and int…

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