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researcher

Guillermo A. Pérez

12 papers hereh-index 547 citations12 works total

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

author position
  • middle author8
  • last author4

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

fields
  • cs.LO4
  • cs.AI3
  • cs.FL2
  • cs.LG2
  • cs.GT1
same name
  • Guillermo A. Pérez — 3 papers, h 1
  • Guillermo A. Pérez — 3 papers, h 3
  • Guillermo A. Pérez — 2 papers, h 1

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

activity
20222026
most citedActive Learning of Mealy Machines with Timers

5 citations · 8 across the 11 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.AI2026

Adaptive Policy Portfolios for Robust Markov Decision Processes

Kasper Engelen, Sebastian Junges, Guillermo A. Pérez +1

Robust Markov decision processes optimize one policy against a set of plausible transition functions. This can be conservative when the unknown dynamics are fixed and become partia…

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