Kyunghwan Son

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Reinforcement Learning

Stochastic Games

Heterogeneous Information Sources

Top Venues

Publications

Junsu Kim, Younggyo Seo, Sungsoo Ahn, Kyunghwan Son, Jinwoo Shin
Imitating Graph-Based Planning with Goal-Conditioned Policies. CoRR (2023)
Junsu Kim, Younggyo Seo, Sungsoo Ahn, Kyunghwan Son, Jinwoo Shin
Imitating Graph-Based Planning with Goal-Conditioned Policies. ICLR (2023)
Kyunghwan Son, Junsu Kim, Sungsoo Ahn, Roben Delos Reyes, Yung Yi, Jinwoo Shin
Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning. ICML (2022)
Roben Delos Reyes, Kyunghwan Son, Jinhwan Jung, Wan Ju Kang, Yung Yi
Curiosity-Driven Multi-Agent Exploration with Mixed Objectives. CoRR (2022)
Sangwoo Moon, Sumyeong Ahn, Kyunghwan Son, Jinwoo Park, Yung Yi
Neuro-DCF: Design of Wireless MAC via Multi-Agent Reinforcement Learning Approach. MobiHoc (2021)
Jaeyoung Choi, Sangwoo Moon, Jiin Woo, Kyunghwan Son, Jinwoo Shin, Yung Yi
Information Source Finding in Networks: Querying With Budgets. IEEE/ACM Trans. Netw. 28 (5) (2020)
Jaeyoung Choi, Sangwoo Moon, Jiin Woo, Kyunghwan Son, Jinwoo Shin, Yung Yi
Information Source Finding in Networks: Querying with Budgets. CoRR (2020)
David Earl Hostallero, Daewoo Kim, Sangwoo Moon, Kyunghwan Son, Wan Ju Kang, Yung Yi
Inducing Cooperation through Reward Reshaping based on Peer Evaluations in Deep Multi-Agent Reinforcement Learning. AAMAS (2020)
Kyunghwan Son, Sungsoo Ahn, Roben Delos Reyes, Jinwoo Shin, Yung Yi
QOPT: Optimistic Value Function Decentralization for Cooperative Multi-Agent Reinforcement Learning. CoRR (2020)
Kyunghwan Son, Daewoo Kim, Wan Ju Kang, David Hostallero, Yung Yi
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning. CoRR (2019)
HyungSeok Song, Hyeryung Jang, Hai H. Tran, Se-eun Yoon, Kyunghwan Son, Donggyu Yun, Hyoju Chung, Yung Yi
Solving Continual Combinatorial Selection via Deep Reinforcement Learning. CoRR (2019)
Daewoo Kim, Sangwoo Moon, David Hostallero, Wan Ju Kang, Taeyoung Lee, Kyunghwan Son, Yung Yi
Learning to Schedule Communication in Multi-agent Reinforcement Learning. ICLR (Poster) (2019)
Kyunghwan Son, Daewoo Kim, Wan Ju Kang, David Hostallero, Yung Yi
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning. ICML (2019)
Daewoo Kim, Sangwoo Moon, David Hostallero, Wan Ju Kang, Taeyoung Lee, Kyunghwan Son, Yung Yi
Learning to Schedule Communication in Multi-agent Reinforcement Learning. CoRR (2019)
HyungSeok Song, Hyeryung Jang, Hai H. Tran, Se-eun Yoon, Kyunghwan Son, Donggyu Yun, Hyoju Chung, Yung Yi
Solving Continual Combinatorial Selection via Deep Reinforcement Learning. IJCAI (2019)
Jaeyoung Choi, Sangwoo Moon, Jiin Woo, Kyunghwan Son, Jinwoo Shin, Yung Yi
Rumor source detection under querying with untruthful answers. INFOCOM (2017)
Jaeyoung Choi, Sangwoo Moon, Jiin Woo, Kyunghwan Son, Jinwoo Shin, Yung Yi
Rumor Source Detection under Querying with Untruthful Answers. CoRR (2017)