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Amanda Prorok

25 papers hereh-index 313.6k citations96 works total

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

author position
  • sole author3
  • first author4
  • middle author1
  • last author15

Across the 23 of 25 papers where every author was matched, so the position is known.

fields
  • cs.RO18
  • cs.LG3
  • cs.CR1
  • cs.IT1
  • cs.MA1
  • eess.SY1
same name
  • Amanda Prorok — 33 papers, h 8
  • Amanda Prorok — 7 papers

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
20172024
most citedBeyond Robustness: A Taxonomy of Approaches towards Resilient Multi-Robot Systems

41 citations · 73 across the 14 of their papers we have counts for

collaborators
Showing cs.MAShow all

1 paper · 1 filter

cs.MA2024

Generalising Multi-Agent Cooperation through Task-Agnostic Communication

Dulhan Jayalath, Steven Morad, Amanda Prorok

Existing communication methods for multi-agent reinforcement learning (MARL) in cooperative multi-robot problems are almost exclusively task-specific, training new communication st…

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