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The Impact of Dataset on Offline Reinforcement Learning of Multiple UAVs for Flying Ad-hoc Network Formation
Dongsu Lee  Minhae Kwon
Vol. 49, No. 7, pp. 1002-1011, Jul. 2024
10.7840/kics.2024.49.7.1002
Online Curriculum Reinforcement Learning Based UAV Training for Disaster Network Recovery
Dongsu Lee  Jeyeon Eo  Minhae Kwon
Vol. 49, No. 1, pp. 12-22, Jan. 2024
10.7840/kics.2024.49.1.12
Offline Reinforcement Learning Based UAV Training for Disaster Network Recovery
Jeyeon Eo  Dongsu Lee  Minhae Kwon
Vol. 49, No. 1, pp. 1-11, Jan. 2024
10.7840/kics.2024.49.1.1
Survey on Practical Reinforcement Learning : from Imitation Learning to Offline Reinforcement Learning
Dongsu Lee  Chanin Eom  Sungwoo Choi  Sungkwan Kim  Minhae Kwon

Vol. 48, No. 11, pp. 1405-1417, Nov. 2023
10.7840/kics.2023.48.11.1405
Autonomous Driving Strategy for Bottleneck Traffic with Prioritized Experience Replay
Chanin Eom  Dongsu Lee  Minhae Kwon
Vol. 48, No. 6, pp. 690-703, Jun. 2023
10.7840/kics.2023.48.6.690
Combating Stop-and-Go Wave Problem at a Ring Road Using Deep Reinforcement Learning Based Autonomous Vehicles
Dongsu Lee  Minhae Kwon
Vol. 46, No. 10, pp. 1667-1682, Oct. 2021
10.7840/kics.2021.46.10.1667

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pISSN : 1226 - 4717
eISSN : 2287 - 3880