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researcher

Xinwen Hou

14 papers hereh-index 192.5k citations63 works total

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

author position
  • middle author7
  • last author6

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.AI2
  • cs.CL1
  • cs.CV1
same name
  • Xinwen Hou — 8 papers, h 6

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
20192023
most citedWD3: Taming the Estimation Bias in Deep Reinforcement Learning

29 citations · 54 across the 14 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2021

Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution

Yunpeng Bai, Chen Gong, Bin Zhang +3

Recent years have witnessed the great success of multi-agent systems (MAS). Value decomposition, which decomposes joint action values into individual action values, has been an imp…

cs.AI2019★ 1 cited

Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning

Runsheng Yu, Zhenyu Shi, Xinrun Wang +5

Existing value-factorized based Multi-Agent deep Reinforce-ment Learning (MARL) approaches are well-performing invarious multi-agent cooperative environment under thecen-tralized t…

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