Hyun-Rok Lee

According to our database, Hyun-Rok Lee authored at least 16 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Analyzing Strategic Parental Leave Decisions Using Two-Player Multi-Agent Reinforcement Learning.

Lixue Zhao, Hyun-Rok Lee

Syst., 2026

2025

Reward design in multi-agent systems using successor features and multi-information source bayesian optimization.

Kyeonghyeon Park, David Molina Concha, Hyun-Rok Lee, Taesik Lee, Chi-Guhn Lee

Int. J. Mach. Learn. Cybern., September, 2025

Hypernetwork-based approach for optimal composition design in partially controlled multi-agent systems.

Kyeonghyeon Park, David Molina Concha, Hyun-Rok Lee, Chi-Guhn Lee, Taesik Lee

CoRR, February, 2025

2024

Reward function design method to achieve system-level objectives in ambulance diversion problem.

Hyun-Rok Lee, Taesik Lee

Eur. J. Oper. Res., 2024

Bayesian Optimization Framework for Efficient Fleet Design in Autonomous Multi-Robot Exploration.

David Molina Concha, Jiping Li, Haoran Yin, Kyeonghyeon Park, Hyun-Rok Lee, Taesik Lee, Dhruv Sirohi, Chi-Guhn Lee

CoRR, 2024

Algorithmic Contract Design with Reinforcement Learning Agents.

David Molina Concha, Kyeong-Hyeon Park, Hyun-Rok Lee, Taesik Lee, Chi-Guhn Lee

CoRR, 2024

Bayesian Reinforcement Learning for Adaptive Balancing in an Assembly Line With Human-Robot Collaboration.

Hyun-Rok Lee, Sanghyun Park, Jimin Lee

IEEE Access, 2024

2022

Skyport location problem for urban air mobility system.

Hyelim Shin, Taesik Lee, Hyun-Rok Lee

Comput. Oper. Res., 2022

Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch.

Hyun-Rok Lee, Ram Ananth Sreenivasan, Yeonjeong Jeong, Jongseong Jang, Dongsub Shim, Chi-Guhn Lee

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Multi-agent reinforcement learning algorithm to solve a partially-observable multi-agent problem in disaster response.

Hyun-Rok Lee, Taesik Lee

Eur. J. Oper. Res., 2021

2019

Improved Cooperative Multi-agent Reinforcement Learning Algorithm Augmented by Mixing Demonstrations from Centralized Policy.

Hyun-Rok Lee, Taesik Lee

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

Evaluation of Disaster Response System Using Agent-Based Model With Geospatial and Medical Details.

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

IEEE Trans. Syst. Man Cybern. Syst., 2018

2016

A structured approach for constructing high fidelity ED simulation.

Wonjun Lee, Kyohong Shin, Hyun-Rok Lee, Hayong Shin, Taesik Lee

Proceedings of the Winter Simulation Conference, 2016

Characterizing emergency responses in localities with different social infrastructures using EMSSim.

Taesik Lee, Kyohong Shin, Hyun-Rok Lee, Hyun Jin Lee, Inkyung Sung, Junseok Lee, Il-Chul Moon, Jang Won Bae

Proceedings of the Winter Simulation Conference, 2016

2015

EMSSIM: emergency medical service simulator with geographic and medical details.

Il-Chul Moon, Jang Won Bae, Junseok Lee, Doyun Kim, Hyun-Rok Lee, Taesik Lee, Won Chul Cha, Ju-Hyun Kim, Gi Woon Kim

Proceedings of the 2015 Winter Simulation Conference, 2015

2013

Identifying superspreaders for epidemics using R0-adjusted network centrality.

Taesik Lee, Hyun-Rok Lee, Kyosang Hwang

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013