Kyunghwan Son

According to our database, Kyunghwan Son authored at least 11 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Imitating Graph-Based Planning with Goal-Conditioned Policies.

Junsu Kim, Younggyo Seo, Sungsoo Ahn, Kyunghwan Son, Jinwoo Shin

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Curiosity-Driven Multi-Agent Exploration with Mixed Objectives.

Roben Delos Reyes, Kyunghwan Son, Jinhwan Jung, Wan Ju Kang, Yung Yi

CoRR, 2022

Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning.

Kyunghwan Son, Junsu Kim, Sungsoo Ahn, Roben Delos Reyes, Yung Yi, Jinwoo Shin

Proceedings of the International Conference on Machine Learning, 2022

2021

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

Sangwoo Moon, Sumyeong Ahn, Kyunghwan Son, Jinwoo Park, Yung Yi

Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021

2020

Information Source Finding in Networks: Querying With Budgets.

Jaeyoung Choi, Sangwoo Moon, Jiin Woo, Kyunghwan Son, Jinwoo Shin, Yung Yi

IEEE/ACM Trans. Netw., 2020

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

Kyunghwan Son, Sungsoo Ahn, Roben Delos Reyes, Jinwoo Shin, Yung Yi

CoRR, 2020

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

David Earl Hostallero, Daewoo Kim, Sangwoo Moon, Kyunghwan Son, Wan Ju Kang, Yung Yi

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Solving Continual Combinatorial Selection via Deep Reinforcement Learning.

HyungSeok Song, Hyeryung Jang, Hai H. Tran, Se-eun Yoon, Kyunghwan Son, Donggyu Yun, Hyoju Chung, Yung Yi

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

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

Kyunghwan Son, Daewoo Kim, Wan Ju Kang, David Hostallero, Yung Yi

Proceedings of the 36th International Conference on Machine Learning, 2019

Learning to Schedule Communication in Multi-agent Reinforcement Learning.

Daewoo Kim, Sangwoo Moon, David Hostallero, Wan Ju Kang, Taeyoung Lee, Kyunghwan Son, Yung Yi

Proceedings of the 7th International Conference on Learning Representations, 2019

2017

Rumor source detection under querying with untruthful answers.

Jaeyoung Choi, Sangwoo Moon, Jiin Woo, Kyunghwan Son, Jinwoo Shin, Yung Yi

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017