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Search : "[ keyword: 강화학습 ]" (17)
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
Vol. 48, No. 11, pp. 1418-1428, Nov. 2023

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
Vol. 48, No. 11, pp. 1405-1417, Nov. 2023

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
Byung Hyun Jun
Vol. 48, No. 9, pp. 1123-1134, Sep. 2023

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
Vol. 48, No. 9, pp. 1057-1063, Sep. 2023

Performance Analysis of RL-Based Binary Power Control for Small Cell Networks with Nonuniform Traffic Distribution
Hyebin Cho Junseung Lee Hyungsub Kim Jeehyeon Na Howon Lee
Vol. 48, No. 8, pp. 926-933, Aug. 2023
10.7840/kics.2023.48.8.926
Vol. 48, No. 8, pp. 926-933, Aug. 2023

Deep Reinforcement Learning-Based Tax and Economic Agents Policy Optimization Simulation Environment Analysis and Experiment
Joo-Seong Heo Yo-Han Choi Yeong-Jun Seok Yeonhee Lee Taewan You
Youn-Hee Han
Vol. 48, No. 6, pp. 755-763, Jun. 2023
10.7840/kics.2023.48.6.755
Youn-Hee Han
Vol. 48, No. 6, pp. 755-763, Jun. 2023

Deep Reinforcement Learning-Based Content Caching for Private 5G Network
JoonyoungLim DongjuKim YounghwanYoo
Vol. 48, No. 3, pp. 327-337, Mar. 2023
10.7840/kics.2023.48.3.327
Vol. 48, No. 3, pp. 327-337, Mar. 2023

Digital Role-Model Twin Using Reinforcement Learning Model
Ji-Wan Kim Hong Je-Gal Seung-Jin Lee Hyun-Suk Lee
Vol. 48, No. 2, pp. 282-293, Feb. 2023
10.7840/kics.2023.48.2.282
Vol. 48, No. 2, pp. 282-293, Feb. 2023

Survey on Deep Reinforcement Learning Applied for LEO Satellites
Multi-Agent Deep Reinforcement Learning for Efficient Unattended Information Gathering and Monitoring of Autonomous UAM Systems
Chanyoung Park Gyu Seon Kim Kyeongjin Lee Ilsoo Yun
Vol. 48, No. 2, pp. 176-184, Feb. 2023
10.7840/kics.2023.48.2.176
Vol. 48, No. 2, pp. 176-184, Feb. 2023
