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 | 48 | 2021 |
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 | 25 | 2019 |
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 | 25 | 2017 |
Skyport location problem for urban air mobility system H Shin, T Lee, HR Lee Computers & Operations Research 138, 105611, 2022 | 20 | 2022 |
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 | 17 | 2018 |
Spiral Arm Morphology of Nearby Galaxies HB Ann, HR Lee Journal of The Korean Astronomical Society 46 (3), 141-149, 2013 | 17 | 2013 |
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 | 12 | 2015 |
Identifying superspreaders for epidemics using R0-adjusted network centrality T Lee, HR Lee, K Hwang 2013 Winter Simulations Conference (WSC), 2239-2249, 2013 | 12 | 2013 |
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 | 4 | 2014 |
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 | 3 | 2022 |
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 | 2 | 2023 |
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 | 2 | 2016 |
Reward function design method to achieve system-level objectives in ambulance diversion problem HR Lee, T Lee European Journal of Operational Research, 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 |
Characterizing emergency responses in localities with different social infrastructures using EMSSim T Lee, K Shin, HR Lee, HJ Lee, I Sung, J Lee, IC Moon, J Bae 2016 Winter Simulation Conference (WSC), 1926-1937, 2016 | | 2016 |
Markov Decision Process Model for Patient Admission Decision at an Emergency Department in Disasters HR Lee, T Lee Health Care Systems Engineering for Scientists and Practitioners: HCSE, Lyon …, 2016 | | 2016 |
EFFECTIVENESS OF DISPERSED COMMUTE HOURS ON INFECTIOUS DISEASE SPREAD HR Lee, TS Lee SCS M&S Magazine 3 (3), 2014 | | 2014 |