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2020 – today
- 2025
[i3]Kyeonghyeon Park, David Molina Concha, Hyun-Rok Lee, Chi-Guhn Lee, Taesik Lee:
Hypernetwork-based approach for optimal composition design in partially controlled multi-agent systems. CoRR abs/2502.12605 (2025)- 2024
- [j5]Hyun-Rok Lee
, Sanghyun Park, Jimin Lee:
Bayesian Reinforcement Learning for Adaptive Balancing in an Assembly Line With Human-Robot Collaboration. IEEE Access 12: 172256-172265 (2024) - [j4]Hyun-Rok Lee, Taesik Lee:
Reward function design method to achieve system-level objectives in ambulance diversion problem. Eur. J. Oper. Res. 317(3): 1003-1014 (2024) - [i2]David Molina Concha, Kyeong-Hyeon Park, Hyun-Rok Lee, Taesik Lee, Chi-Guhn Lee:
Algorithmic Contract Design with Reinforcement Learning Agents. CoRR abs/2408.09686 (2024) - [i1]David Molina Concha, Jiping Li, Haoran Yin, Kyeonghyeon Park, Hyun-Rok Lee, Taesik Lee, Dhruv Sirohi, Chi-Guhn Lee:
Bayesian Optimization Framework for Efficient Fleet Design in Autonomous Multi-Robot Exploration. CoRR abs/2408.11751 (2024) - 2022
- [j3]Hyelim Shin, Taesik Lee, Hyun-Rok Lee:
Skyport location problem for urban air mobility system. Comput. Oper. Res. 138: 105611 (2022) - [c6]Hyun-Rok Lee, Ram Ananth Sreenivasan, Yeonjeong Jeong, Jongseong Jang, Dongsub Shim, Chi-Guhn Lee:
Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch. IJCAI 2022: 3171-3177 - 2021
- [j2]Hyun-Rok Lee, Taesik Lee:
Multi-agent reinforcement learning algorithm to solve a partially-observable multi-agent problem in disaster response. Eur. J. Oper. Res. 291(1): 296-308 (2021)
2010 – 2019
- 2019
- [c5]Hyun-Rok Lee, Taesik Lee:
Improved Cooperative Multi-agent Reinforcement Learning Algorithm Augmented by Mixing Demonstrations from Centralized Policy. AAMAS 2019: 1089-1098 - 2018
- [j1]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:
Evaluation of Disaster Response System Using Agent-Based Model With Geospatial and Medical Details. IEEE Trans. Syst. Man Cybern. Syst. 48(9): 1454-1469 (2018) - 2016
- [c4]Taesik Lee, Kyohong Shin, Hyun-Rok Lee, Hyun Jin Lee, Inkyung Sung, Junseok Lee, Il-Chul Moon, Jang Won Bae:
Characterizing emergency responses in localities with different social infrastructures using EMSSim. WSC 2016: 1926-1937 - [c3]Wonjun Lee, Kyohong Shin, Hyun-Rok Lee, Hayong Shin, Taesik Lee:
A structured approach for constructing high fidelity ED simulation. WSC 2016: 1950-1960 - 2015
- [c2]Il-Chul Moon, Jang Won Bae, Junseok Lee, Doyun Kim, Hyun-Rok Lee, Taesik Lee, Won Chul Cha, Ju-Hyun Kim, Gi Woon Kim:
EMSSIM: emergency medical service simulator with geographic and medical details. WSC 2015: 1272-1284 - 2013
- [c1]Taesik Lee, Hyun-Rok Lee, Kyosang Hwang:
Identifying superspreaders for epidemics using R0-adjusted network centrality. WSC 2013: 2239-2249
Coauthor Index
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