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researcher

Siqi Liu

17 papers hereh-index 131.9k citations20 works total

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

author position
  • first author7
  • middle author8

Across the 15 of 17 papers where every author was matched, so the position is known.

fields
  • cs.AI8
  • cs.LG3
  • cs.MA2
  • cs.CV1
  • cs.DC1
  • cs.GT1
same name
  • Siqi Liu — 14 papers, h 31
  • Siqi Liu — 11 papers, h 12
  • Siqi Liu — 9 papers, h 8
  • Siqi Liu — 8 papers, h 4
  • Siqi Liu — 7 papers, h 6
  • Siqi Liu — 7 papers, h 7

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
20162024
most citedImproved Image Captioning via Policy Gradient optimization of SPIDEr

452 citations · 907 across the 16 of their papers we have counts for

collaborators
Showing 2022 · cs.AIShow all

2 papers · 2 filters

cs.AI2022★ 1 cited

Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games

Siqi Liu, Marc Lanctot, Luke Marris +1

Learning to play optimally against any mixture over a diverse set of strategies is of important practical interests in competitive games. In this paper, we propose simplex-NeuPL th…

cs.AI2022★ 1 cited

NeuPL: Neural Population Learning

Siqi Liu, Luke Marris, Daniel Hennes +3

Learning in strategy games (e.g. StarCraft, poker) requires the discovery of diverse policies. This is often achieved by iteratively training new policies against existing ones, gr…

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