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researcher

Omran Ayoub

3 papers hereh-index 171k citations80 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CR1
  • cs.LG1
  • cs.MA1
same name
  • Omran Ayoub — 8 papers, h 2
  • Omran Ayoub — 4 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
20242026
collaborators
Showing cs.MAShow all

1 paper · 1 filter

cs.MA2026

Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria

Wongyu Lee, Francesco Lelli, Omran Ayoub +1

Real-world multi-agent systems, from traffic coordination to resource allocation, are often modeled as general-sum games where individual incentives conflict with collective welfar…

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