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researcher

P. Massiani

5 papers hereh-index 459 citations11 works total

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

author position
  • first author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • eess.SY3
  • cs.LG1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedSafe Value Functions

6 citations · 14 across the 4 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

eess.SY2021★ 3 cited

On exploration requirements for learning safety constraints

Pierre-François Massiani, Steve Heim, Sebastian Trimpe

Enforcing safety for dynamical systems is challenging, since it requires constraint satisfaction along trajectory predictions. Equivalent control constraints can be computed in the…

eess.SY2021★ 6 cited

Safe Value Functions

Pierre-François Massiani, Steve Heim, Friedrich Solowjow +1

Safety constraints and optimality are important, but sometimes conflicting criteria for controllers. Although these criteria are often solved separately with different tools to mai…

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