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Kyunghwan Son
Kyunghwan Son
kaist.ac.kr의 이메일 확인됨
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Qtran: Learning to factorize with transformation for cooperative multi-agent reinforcement learning
K Son, D Kim, WJ Kang, DE Hostallero, Y Yi
International conference on machine learning, 5887-5896, 2019
7682019
Learning to schedule communication in multi-agent reinforcement learning
D Kim, S Moon, D Hostallero, WJ Kang, T Lee, K Son, Y Yi
arXiv preprint arXiv:1902.01554, 2019
2142019
Rumor source detection under querying with untruthful answers
J Choi, S Moon, J Woo, K Son, J Shin, Y Yi
IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017
322017
QTRAN++: improved value transformation for cooperative multi-agent reinforcement learning
K Son, S Ahn, RD Reyes, J Shin, Y Yi
arXiv preprint arXiv:2006.12010, 2020
23*2020
Inducing cooperation through reward reshaping based on peer evaluations in deep multi-agent reinforcement learning
DE Hostallero, D Kim, S Moon, K Son, WJ Kang, Y Yi
Proceedings of the 19th International Conference on Autonomous Agents and …, 2020
172020
Neuro-DCF: Design of wireless MAC via multi-agent reinforcement learning approach
S Moon, S Ahn, K Son, J Park, Y Yi
Proceedings of the Twenty-second International Symposium on Theory …, 2021
132021
Information source finding in networks: Querying with budgets
J Choi, S Moon, J Woo, K Son, J Shin, Y Yi
IEEE/ACM Transactions on Networking 28 (5), 2271-2284, 2020
122020
Solving continual combinatorial selection via deep reinforcement learning
H Song, H Jang, HH Tran, S Yoon, K Son, D Yun, H Chung, Y Yi
arXiv preprint arXiv:1909.03638, 2019
122019
Ai-based drone object tracking system: design and implementation
D Kim, WJ Kang, YP Koo, JH Bang, KH Son, D Hostallero, S Yoon, H Yeo, ...
The Journal of Korean Institute of Communications and Information Sciences …, 2017
12*2017
Disentangling sources of risk for distributional multi-agent reinforcement learning
K Son, J Kim, Y Yi, J Shin
72021
Imitating graph-based planning with goal-conditioned policies
J Kim, Y Seo, S Ahn, K Son, J Shin
arXiv preprint arXiv:2303.11166, 2023
52023
Curiosity-Driven Multi-Agent Exploration with Mixed Objectives
RD Reyes, K Son, J Jung, WJ Kang, Y Yi
arXiv preprint arXiv:2210.16468, 2022
32022
On the Efficiency of Running Machine Learning Tasks for Drone-Based Target Tracking : Cloud-Based vs. Drone-Based
손경환, 김대우, 방지환, 강완주, 윤세은, 구윤표, 여현호, 하재형, ...
한국통신학회논문지 43 (1), 143-151, 2018
1*2018
Curiosity-Driven Multi-Agent Exploration with Mixed Objectives
R Delos Reyes, K Son, J Jung, WJ Kang, Y Yi
arXiv e-prints, arXiv: 2210.16468, 2022
2022
Learning to factorize with regularization for cooperative multi-agent reinforcement learning
K Son
한국과학기술원, 2019
2019
Research Trends in Artificial Intelligence Technology for Smart Drones
구윤표, 손경환, 이융
정보과학회지 37 (1), 38-44, 2019
2019
An Implementation of Multi-hop Voice Communication System Using Drones
구윤표, 방지환, 손경환, 신수호, 안수명, 이융, 유정훈, 김재신
한국통신학회 학술대회논문집, 220-221, 2017
2017
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학술자료 1–17