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researcher

Hao Ma

Facebook AI

12 papers hereh-index 3812.8k citations179 works total

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

author position
  • sole author1
  • first author1
  • middle author9

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cs.SI3
  • cs.DL2
  • cs.RO2
  • cs.AI1
  • cs.CL1
  • cs.LG1
affiliations
  • Facebook AI
  • Microsoft Research
  • The Chinese University of Hong Kong
Homepage
same name
  • Hao Ma — 33 papers, h 15
  • Hao Ma — 22 papers
  • Hao Ma — 17 papers, h 12
  • Hao Ma — 14 papers, h 6
  • Hao Ma — 9 papers, h 6
  • Hao Ma — 8 papers, 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
20172025
most citedNetwork Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

722 citations · 1.7k across the 12 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.AI2025★ 2 cited

Causal Mean Field Multi-Agent Reinforcement Learning

Hao Ma, Zhiqiang Pu, Yi Pan +3

Scalability remains a challenge in multi-agent reinforcement learning and is currently under active research. A framework named mean-field reinforcement learning (MFRL) could allev…

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