Hyun-Rok Lee

16 papers A* 1A 1Misc 4Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analyzing Strategic Parental Leave Decisions Using Two-Player Multi-Agent Reinforcement Learning.
Syst.
Lixue Zhao, Hyun-Rok Lee
2025 J jnl
Hypernetwork-based approach for optimal composition design in partially controlled multi-agent systems.
CoRR
Kyeonghyeon Park, David Molina Concha, Hyun-Rok Lee, Chi-Guhn Lee, Taesik Lee
2025 J jnl
Reward design in multi-agent systems using successor features and multi-information source bayesian optimization.
Int. J. Mach. Learn. Cybern.
Kyeonghyeon Park, David Molina Concha, Hyun-Rok Lee, Taesik Lee, Chi-Guhn Lee
2024 J jnl
Algorithmic Contract Design with Reinforcement Learning Agents.
CoRR
David Molina Concha, Kyeong-Hyeon Park, Hyun-Rok Lee, Taesik Lee, Chi-Guhn Lee
2024 J jnl
Bayesian Optimization Framework for Efficient Fleet Design in Autonomous Multi-Robot Exploration.
CoRR
David Molina Concha, Jiping Li, Haoran Yin, Kyeonghyeon Park, Hyun-Rok Lee, Taesik Lee, Dhruv Sirohi, Chi-Guhn Lee
2024 J jnl
Bayesian Reinforcement Learning for Adaptive Balancing in an Assembly Line With Human-Robot Collaboration.
IEEE Access
Hyun-Rok Lee, Sanghyun Park, Jimin Lee
2024 J jnl
Reward function design method to achieve system-level objectives in ambulance diversion problem.
Eur. J. Oper. Res.
Hyun-Rok Lee, Taesik Lee
2022 A* conf
Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch.
IJCAI
Hyun-Rok Lee, Ram Ananth Sreenivasan, Yeonjeong Jeong, Jongseong Jang, Dongsub Shim, Chi-Guhn Lee
2022 J jnl
Skyport location problem for urban air mobility system.
Comput. Oper. Res.
Hyelim Shin, Taesik Lee, Hyun-Rok Lee
2021 J jnl
Multi-agent reinforcement learning algorithm to solve a partially-observable multi-agent problem in disaster response.
Eur. J. Oper. Res.
Hyun-Rok Lee, Taesik Lee
2019 A conf
Improved Cooperative Multi-agent Reinforcement Learning Algorithm Augmented by Mixing Demonstrations from Centralized Policy.
AAMAS
Hyun-Rok Lee, Taesik Lee
2018 J jnl
Evaluation of Disaster Response System Using Agent-Based Model With Geospatial and Medical Details.
IEEE Trans. Syst. Man Cybern. Syst.
Jang Won Bae, Kyohong Shin, Hyun-Rok Lee, Hyun Jin Lee, Taesik Lee, Chu Hyun Kim, Won Chul Cha, Gi Woon Kim, Il-Chul Moon
2016 Misc conf
A structured approach for constructing high fidelity ED simulation.
WSC
Wonjun Lee, Kyohong Shin, Hyun-Rok Lee, Hayong Shin, Taesik Lee
2016 Misc conf
Characterizing emergency responses in localities with different social infrastructures using EMSSim.
WSC
Taesik Lee, Kyohong Shin, Hyun-Rok Lee, Hyun Jin Lee, Inkyung Sung, Junseok Lee, Il-Chul Moon, Jang Won Bae
2015 Misc conf
EMSSIM: emergency medical service simulator with geographic and medical details.
WSC
Il-Chul Moon, Jang Won Bae, Junseok Lee, Doyun Kim, Hyun-Rok Lee, Taesik Lee, Won Chul Cha, Ju-Hyun Kim, Gi Woon Kim
2013 Misc conf
Identifying superspreaders for epidemics using R0-adjusted network centrality.
WSC
Taesik Lee, Hyun-Rok Lee, Kyosang Hwang