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Kyunghwan Son

8 papers hereh-index 91.5k citations15 works total

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

author position
  • first author2
  • middle author6

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

fields
  • cs.LG4
  • cs.AI2
  • cs.SI2

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedQTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning

220 citations · 313 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.SI2020

Information Source Finding in Networks: Querying with Budgets

Jaeyoung Choi, Sangwoo Moon, Jiin Woo +3

In this paper, we study a problem of detecting the source of diffused information by querying individuals, given a sample snapshot of the information diffusion graph, where two que…

cs.LG2020★ 17 cited

QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning

Kyunghwan Son, Sungsoo Ahn, Roben Delos Reyes +2

QTRAN is a multi-agent reinforcement learning (MARL) algorithm capable of learning the largest class of joint-action value functions up to date. However, despite its strong theoret…

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