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Shanqi Liu

8 papers hereh-index 7135 citations16 works total

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

author position
  • first author4
  • middle author2
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.MA2
  • cs.RO2
  • cs.CV1
  • cs.LG1
  • math.OC1
  • math.PR1
same name
  • Shanqi Liu — 6 papers, h 3
  • Shanqi Liu — 3 papers, h 2
  • Shanqi Liu — 1 paper, h 2

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
20202023
most citedThe Onsager-Machlup action functional for Mckean-Vlasov SDEs

5 citations · 11 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020

HILONet: Hierarchical Imitation Learning from Non-Aligned Observations

Shanqi Liu, Junjie Cao, Wenzhou Chen +2

It is challenging learning from demonstrated observation-only trajectories in a non-time-aligned environment because most imitation learning methods aim to imitate experts by follo…

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