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Hyun-Rok Lee
Hyun-Rok Lee
Assistant Professor, Industrial Engineering, Inha University
Potvrđena adresa e-pošte na inha.ac.kr - Početna stranica
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Citirano
Citirano
Godina
Multi-agent reinforcement learning algorithm to solve a partially-observable multi-agent problem in disaster response
HR Lee, T Lee
European Journal of Operational Research 291 (1), 296-308, 2021
542021
Evaluation of disaster response system using agent-based model with geospatial and medical details
JW Bae, K Shin, HR Lee, HJ Lee, T Lee, CH Kim, WC Cha, GW Kim, ...
IEEE Transactions on Systems, Man, and Cybernetics: Systems 48 (9), 1454-1469, 2017
282017
Skyport location problem for urban air mobility system
H Shin, T Lee, HR Lee
Computers & Operations Research 138, 105611, 2022
272022
Improved cooperative multi-agent reinforcement learning algorithm augmented by mixing demonstrations from centralized policy
HR Lee, T Lee
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
262019
Markov decision process model for patient admission decision at an emergency department under a surge demand
HR Lee, T Lee
Flexible Services and Manufacturing Journal 30, 98-122, 2018
222018
Spiral Arm Morphology of Nearby Galaxies
HB Ann, HR Lee
Journal of The Korean Astronomical Society 46 (3), 141-149, 2013
182013
EMSSIM: emergency medical service simulator with geographic and medical details
IC Moon, JW Bae, J Lee, D Kim, H Lee, T Lee, WC Cha, JH Kim, GW Kim
2015 Winter Simulation Conference (WSC), 1272-1284, 2015
132015
Identifying superspreaders for epidemics using R0-adjusted network centrality
T Lee, HR Lee, K Hwang
2013 Winter Simulations Conference (WSC), 2239-2249, 2013
132013
Epidemic Disease Spreading Simulation Model Based on Census Data
K Hwang, T Lee, H Lee
Journal of Korean Institute of Industrial Engineers 40 (2), 163-171, 2014
42014
Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch.
HR Lee, RA Sreenivasan, Y Jeong, J Jang, D Shim, CG Lee
IJCAI, 3171-3177, 2022
32022
A learnable similarity metric for transfer learning with dynamics mismatch
RA Sreenivasan, HR Lee, Y Jeong, J Jang, D Shim, CG Lee
PRL Workshop Series {\textendash} Bridging the Gap Between AI Planning and …, 2023
22023
Bayesian Optimization Framework for Efficient Fleet Design in Autonomous Multi-Robot Exploration
DM Concha, J Li, H Yin, K Park, HR Lee, T Lee, D Sirohi, CG Lee
arXiv preprint arXiv:2408.11751, 2024
12024
Algorithmic Contract Design with Reinforcement Learning Agents
DM Concha, K Park, HR Lee, T Lee, CG Lee
arXiv preprint arXiv:2408.09686, 2024
12024
A structured approach for constructing high fidelity ED simulation
W Lee, K Shin, HR Lee, H Shin, T Lee
2016 Winter Simulation Conference (WSC), 1950-1960, 2016
12016
Hypernetwork-based approach for optimal composition design in partially controlled multi-agent systems
K Park, DM Concha, HR Lee, CG Lee, T Lee
arXiv preprint arXiv:2502.12605, 2025
2025
Bayesian reinforcement learning for adaptive balancing in an assembly line with human-robot collaboration
HR Lee, S Park, J Lee
IEEE Access, 2024
2024
Reward function design method to achieve system-level objectives in ambulance diversion problem
HR Lee, T Lee
European Journal of Operational Research 317 (3), 1003-1014, 2024
2024
몬테카를로 시뮬레이션을 활용한 실점 확률 최소화 구종 파악
장찬우, 남윤호, 이현록
대한산업공학회지 50 (4), 233-239, 2024
2024
인간-AGV 충돌 위험을 고려한 강화학습 기반의 출하대기장 내 AGV 운영 최적화
황인근, 이현록
대한산업공학회지 49 (4), 344-353, 2023
2023
Algorithm and application of imitation learning and reinforcement learning for sequential decision making problems with multiple agents
HR Lee
한국과학기술원, 2020
2020
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