Kyunghwan Son

发表

Information Source Finding in Networks: Querying With Budgets

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

Inducing Cooperation via Learning to reshape rewards in semi-cooperative multi-agent reinforcement learning

Yung Yi, Kyunghwan Son, Daewoo Kim, 2018 .

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

Jinwoo Shin, Yung Yi, Kyunghwan Son, 2020 .

Rumor source detection under querying with untruthful answers

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

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

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

AI-Based Drone Object Tracking System: Design and Implementation

Yung Yi, Dongsu Han, Kyunghwan Son, 2017 .

Solving Continual Combinatorial Selection via Deep Reinforcement Learning pdf

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

On the Efficiency of Running Machine Learning Tasks for Drone-Based Target Tracking : Cloud-Based vs. Drone-Based

Yung Yi, Dongsu Han, Jihwan Bang, 2018 .

Learning to Schedule Communication in Multi-agent Reinforcement Learning pdf

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

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

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

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

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

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

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

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

Jinwoo Shin, Yung Yi, Kyunghwan Son, 2020 .