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researcher

Zhe Ma

14 papers hereh-index 171k citations38 works total

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

author position
  • middle author2
  • last author11

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.NE2
  • cs.MA1
same name
  • Zhe Ma — 5 papers, h 6
  • Zhe Ma — 4 papers, h 4
  • Zhe Ma — 4 papers, h 3
  • Zhe Ma — 2 papers, h 1
  • Zhe Ma — 2 papers, h 4
  • Zhe Ma — 1 paper, h 4

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
20222025
most citedUNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios

52 citations · 86 across the 14 of their papers we have counts for

collaborators
Showing cs.MAShow all

1 paper · 1 filter

cs.MA2022★ 52 cited

UNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios

Jiajun Chai, Weifan Li, Yuanheng Zhu +4

Multi-agent reinforcement learning methods such as VDN, QMIX, and QTRAN that adopt centralized training with decentralized execution (CTDE) framework have shown promising results i…

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