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Search : "[ keyword: 강화학습 ]" (23)
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
Design and Implementation of a Simulator for the Application of Cooperative Multi-Agent Systems in Naval Battle Environments
Kyungbeom Kim  Sujeong Moon  Woobeen Jin  Hyukjoon Lee
Vol. 49, No. 1, pp. 165-176, Jan. 2024
10.7840/kics.2024.49.1.165
Multiple Access Control Protocol using Deep-Reinforcement Learning in Heterogeneous Wireless Networks
Do-won Kim  Kyung-seop Shin
Vol. 49, No. 1, pp. 88-94, Jan. 2024
10.7840/kics.2024.49.1.88
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
A Study on Reinforcement Learning Algorithm for Multi-Spectrum Channel Access
Jun-byung Chae  Jong-in Park  Kae-won Choi
Vol. 48, No. 12, pp. 1568-1576, Dec. 2023
10.7840/kics.2023.48.12.1568
A Generalization Performance Improvement Approach for Reinforcement Learning-Based Multidimensional Knapsack Problem Solving
Yohan Choi  Yeong-Jun Seok  Ju-Bong Kim  Youn-Hee Han
Vol. 48, No. 11, pp. 1418-1428, Nov. 2023
10.7840/kics.2023.48.11.1418
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
Reinforcement Learning-Based Dynamic Routing for Robust Optimization of Low Earth Orbit (LEO) Satellite Communication Networks
Gyu Seon Kim  Soohyun Park  Joongheon Kim  Yeonggoo Kim  Jaekyoung Ha 
Byung Hyun Jun
Vol. 48, No. 9, pp. 1123-1134, Sep. 2023
10.7840/kics.2023.48.9.1123
Spectrum Allocation Based on Deep Reinforcement Learning in mmWave Integrated Access and Backhaul Network
Jeonghun Park  Heetae Jin  Sumin Jeong  Suk Chan Kim
Vol. 48, No. 9, pp. 1057-1063, Sep. 2023
10.7840/kics.2023.48.9.1057

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pISSN : 1226 - 4717
eISSN : 2287 - 3880