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Sergio Lucia

6 papers hereh-index 4201 citations20 works total

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

author position
  • middle author1
  • last author5

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

fields
  • cs.LG3
  • eess.SY1
  • math.OC1
  • physics.chem-ph1
same name
  • Sergio Lucia — 3 papers, h 1
  • Sergio Lucia — 2 papers, h 1
  • Sergio Lucia — 2 papers, h 2
  • Sergio Lucia — 2 papers, h 1
  • Sergio Lucia — 1 paper
  • Sergio Lucia — 1 paper, h 2

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

most citedFourth-order suboptimality of nominal model predictive control in the presence of uncertainty

2 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing eess.SYShow all

1 paper · 1 filter

eess.SY2025★ 1 cited

Computationally efficient Gauss-Newton reinforcement learning for model predictive control

Dean Brandner, Sebastien Gros, Sergio Lucia

Model predictive control (MPC) is widely used in process control due to its interpretability and ability to handle constraints. As a parametric policy in reinforcement learning (RL…

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