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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
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
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
Vol. 48, No. 11, pp. 1405-1417, Nov. 2023
10.7840/kics.2023.48.11.1405
Real-Time Hierarchical Deep Reinforcement Learning-Based Drone Trajectory Generation Algorithm Parameter Control
Chang-Hun Ji Youn-Hee Han Sung-Tae Moon
Vol. 48, No. 10, pp. 1238-1246, Oct. 2023
10.7840/kics.2023.48.10.1238
Vol. 48, No. 10, pp. 1238-1246, Oct. 2023
10.7840/kics.2023.48.10.1238
Autonomous Vehicle Based on Deep Reinforcement Learning to Prevent Traffic Congestion in V2X
Yeong-je Jo Hyeon-joo Jeong Gyung-Ho Hwang
Vol. 48, No. 10, pp. 1235-1237, Oct. 2023
10.7840/kics.2023.48.10.1235
Vol. 48, No. 10, pp. 1235-1237, Oct. 2023
10.7840/kics.2023.48.10.1235
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
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
Vol. 48, No. 9, pp. 1057-1063, Sep. 2023
10.7840/kics.2023.48.9.1057
Curiosity-Driven TD-MPC with Model-Free Reinfocement Learning Policy
Chang-Hun Ji Ju-Bong Kim Youn-Hee Han
Vol. 48, No. 6, pp. 712-721, Jun. 2023
10.7840/kics.2023.48.6.712
Vol. 48, No. 6, pp. 712-721, Jun. 2023
10.7840/kics.2023.48.6.712
Autonomous Driving Strategy for Bottleneck Traffic with Prioritized Experience Replay
Reinforcement Learning-Based Scheduler with Dynamic Precedence in Deterministic Networks
JihyeRyu GyudongPark JuhyeokKwon JinooJoung
Vol. 48, No. 4, pp. 413-422, Apr. 2023
10.7840/kics.2023.48.4.413
Vol. 48, No. 4, pp. 413-422, Apr. 2023
10.7840/kics.2023.48.4.413