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R. Allen

10 papers hereh-index 9529 citations25 works total

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

author position
  • first author2
  • middle author5
  • last author3

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI2
  • cs.GT2
  • cs.MA1
  • cs.RO1
  • eess.SY1
same name
  • R. Allen — 54 papers, h 25
  • R. Allen — 45 papers, h 37
  • R. Allen — 35 papers, h 31
  • R. Allen — 28 papers, h 21
  • R. Allen — 14 papers, h 24
  • R. Allen — 14 papers, h 21

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
20192026
most citedDeep Implicit Coordination Graphs for Multi-agent Reinforcement Learning

38 citations · 62 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.AI2021★ 16 cited

Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi

Ho Chit Siu, Jaime D. Pena, Edenna Chen +5

Deep reinforcement learning has generated superhuman AI in competitive games such as Go and StarCraft. Can similar learning techniques create a superior AI teammate for human-machi…

cs.LG2021★ 1 cited

Learning Emergent Discrete Message Communication for Cooperative Reinforcement Learning

Sheng Li, Yutai Zhou, Ross Allen +1

Communication is a important factor that enables agents work cooperatively in multi-agent reinforcement learning (MARL). Most previous work uses continuous message communication wh…

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