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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 2019Show all

2 papers · 1 filter

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…

cs.LG2019★ 3 cited

Learning Representations in Reinforcement Learning:An Information Bottleneck Approach

Pei Yingjun, Hou Xinwen

The information bottleneck principle is an elegant and useful approach to representation learning. In this paper, we investigate the problem of representation learning in the conte…

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