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Search : "[ keyword: Reinforcement Learning ]" (64)
Reinforcement Learning-Based Autonomous Underwater Vehicle Waypoint Generation Algorithm in Dynamic Environments
Emily Jimin Roh  Hyunsoo Lee  Ilseok Song  Seunghwan Kim  Youngdae Kim 
Soohyun Park  Joongheon Kim
Vol. 50, No. 5, pp. 712-721, May   2025
10.7840/kics.2025.50.5.712
Optimal Power Allocation and Sub-Optimal Channel Assignment for Downlink NOMA Systems Using Deep Reinforcement Learning
WooSeok Kim  Jeonghoon Lee  Sangho Kim  Taesun An  WonMin Lee 
Dowon Kim  Kyungseop Shin
Vol. 50, No. 3, pp. 406-419, Mar. 2025
10.7840/kics.2025.50.3.406
A Survey on Weapon-Target Assignment for Realistic Battlefield Environments: From Exact Algorithm to Deep Reinforcement Learning
Chanin Eom  Jaehwi Lee  Minhae Kwon
Vol. 50, No. 2, pp. 205-216, Feb. 2025
10.7840/kics.2025.50.2.205
RL-Based Load Balancing for Edge Server Based Vehicular Offloading System
Soo-jeong Bang  Mee-jeong Lee
Vol. 49, No. 8, pp. 1096-1109, Aug. 2024
10.7840/kics.2024.49.8.1096
Hierarchical Reinforcement Learning-Based Delay-Sensitive Video Delivery in Vehicular Networks
Yunoh Kim  Tiange Xiang  Yeongjin Kim  Minseok Choi
Vol. 49, No. 8, pp. 1110-1117, Aug. 2024
10.7840/kics.2024.49.8.1110
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
Implementation of Digital Virtual Environment Model Considering Obstacles and Traffic Lights, and Research on Multi-Lane Autonomous Driving Based on Deep Reinforcement Learning
Jae-yeong Lee  Sang-Jo Yoo
Vol. 49, No. 6, pp. 862-873, Jun. 2024
10.7840/kics.2024.49.6.862
Directional Autonomous Torpedo Maneuver Control Using Reinforcement Learning
Emily Jimin Roh  Hyunsoo Lee  Soohyun Park  Joongheon Kim  Keonhyung Kim 
Seunghwan Kim
Vol. 49, No. 5, pp. 752-761, May   2024
10.7840/kics.2024.49.5.752
Performance Evaluation of DQN-Based Congestion Control Algorithm for TCP
Sang-Jin Seo  You-Ze Cho
Vol. 49, No. 4, pp. 567-580, Apr. 2024
10.7840/kics.2024.49.4.567
Reinforcement Learning-Based Counter Measure Tactics to Avoid Torpedo Threat
Jaehyun Chung  Gyu Seon Kim  Soohyun Park  Joongheon Kim  Wonhyuk Yun

Vol. 49, No. 3, pp. 333-345, Mar. 2024
10.7840/kics.2024.49.3.333

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pISSN : 1226 - 4717
eISSN : 2287 - 3880