Kyunghwan Son

发表

QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning pdf

Yung Yi, Kyunghwan Son, David Earl Hostallero, 2019, ICML.

Rumor source detection under querying with untruthful answers

Jaeyoung Choi, Jinwoo Shin, Sangwoo Moon, 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.

Curiosity-Driven Multi-Agent Exploration with Mixed Objectives

Wan Ju Kang, Kyunghwan Son, Jinhwan Jung, 2022, ArXiv.

Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning

Jinwoo Shin, Yung Yi, Sungsoo Ahn, 2022, ICML.

Inducing Cooperation through Reward Reshaping based on Peer Evaluations in Deep Multi-Agent Reinforcement Learning

Sangwoo Moon, Yung Yi, Kyunghwan Son, 2020, AAMAS.

Learning to Schedule Communication in Multi-agent Reinforcement Learning pdf

Taeyoung Lee, Sangwoo Moon, Yung Yi, 2019, ICLR.

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

Jinwoo Shin, Yung Yi, Kyunghwan Son, 2020 .

Information Source Finding in Networks: Querying With Budgets

Jaeyoung Choi, Jinwoo Shin, Sangwoo Moon, 2020, IEEE/ACM Transactions on Networking.

Solving Continual Combinatorial Selection via Deep Reinforcement Learning pdf

Donggyu Yun, Yung Yi, Hyeryung Jang, 2019, IJCAI.

QOPT: Optimistic Value Function Decentralization for Cooperative Multi-Agent Reinforcement Learning pdf

Jinwoo Shin, Yung Yi, Kyunghwan Son, 2020, ArXiv.

Neuro-DCF: Design of Wireless MAC via Multi-Agent Reinforcement Learning Approach

Kyunghwan Son, Sumyeong Ahn, Jinwoo Park, 2021, MobiHoc.

Imitating Graph-Based Planning with Goal-Conditioned Policies

Jinwoo Shin, Younggyo Seo, Sungsoo Ahn, 2023, ICLR.

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

Jinwoo Shin, Yung Yi, Kyunghwan Son, 2020 .