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researcher

Chang Liu

6 papers hereh-index 9709 citations15 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
  • cs.MA1
same name
  • Chang Liu — 31 papers, h 39
  • Chang Liu — 24 papers
  • Chang Liu — 20 papers, h 5
  • Chang Liu — 17 papers
  • Chang Liu — 16 papers, h 22
  • Chang Liu — 16 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
20192022
most citedCityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

243 citations · 314 across the 6 of their papers we have counts for

collaborators
Showing cs.MAShow all

1 paper · 1 filter

cs.MA2019★ 243 cited

CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

Huichu Zhang, Siyuan Feng, Chang Liu +7

Traffic signal control is an emerging application scenario for reinforcement learning. Besides being as an important problem that affects people's daily life in commuting, traffic…

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