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G. Neumann

54 papers hereh-index 449.6k citations206 works total

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

author position
  • middle author13
  • last author39

Across the 52 of 54 papers where every author was matched, so the position is known.

fields
  • cs.LG21
  • cs.RO18
  • cs.CV7
  • cs.MA4
  • stat.ML2
  • cs.HC1
same name
  • G. Neumann — 3 papers, h 3
  • G. Neumann — 2 papers, h 72
  • G. Neumann — 1 paper, h 8
  • G. Neumann — 1 paper, h 0
  • G. Neumann — 1 paper, h 1
  • G. Neumann — 1 paper, h 3

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
20162023
most citedAn Algorithmic Perspective on Imitation Learning

382 citations · 801 across the 48 of their papers we have counts for

collaborators
Showing 2018 · cs.MAShow all

1 paper · 2 filters

cs.MA2018★ 152 cited

Deep Reinforcement Learning for Swarm Systems

Maximilian Hüttenrauch, Adrian Šošić, Gerhard Neumann

Recently, deep reinforcement learning (RL) methods have been applied successfully to multi-agent scenarios. Typically, these methods rely on a concatenation of agent states to repr…

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