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researcher

Minghuan Liu

1 paper here

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.AI1
ORCID 0009-0009-5585-1746
same name
  • Minghuan Liu — 24 papers, h 13
  • Minghuan Liu — 6 papers, h 4
  • Minghuan Liu — 3 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

most citedMapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks

2 citations · 2 across the 1 of their papers we have counts for

collaborators

1 paper

cs.AI2021★ 2 cited

MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks

Menghui Zhu, Minghuan Liu, Jian Shen +7

In Goal-oriented Reinforcement learning, relabeling the raw goals in past experience to provide agents with hindsight ability is a major solution to the reward sparsity problem. In…

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