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researcher

Andrea Martinelli

13 papers hereh-index 7247 citations20 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • eess.SY7
  • math.OC5
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedParallel and Flexible Dynamic Programming via the Randomized Mini-Batch Operator

1 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 1 cited

PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation

Matilde Gargiani, Andrea Zanelli, Andrea Martinelli +2

Despite their success, policy gradient methods suffer from high variance of the gradient estimate, which can result in unsatisfactory sample complexity. Recently, numerous variance…

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