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Search : "[ keyword: Reinforcement Learning ]" (64)
Q-Learning Based Optimal Escape Route Decision in a Disaster Environment
Seung-Hee Choi  Sang-Jo Yoo
Vol. 46, No. 4, pp. 638-650, Apr. 2021
10.7840/kics.2021.46.4.638
Deep Reinforcement Learning for Mode Optimization in RF-Powered Backscatter Cognitive Radio Networks
Shanai Wu  Minhae Kwon  Jin Young Kim  Yoan Shin
Vol. 46, No. 2, pp. 246-256, Feb. 2021
10.7840/kics.2021.46.2.246
A Study on Highway Driving Decision Making with Hybrid Action for Autonomous Vehicles Using Deep Reinforcement Learning
Seongjun Kim  Kyu-min Shin  Jun-seo Jeon  Ji-yoon Bang  Junyoung Kim 
Soyi Jung
Vol. 49, No. 12, pp. 1671-1684, Dec. 2024
10.7840/kics.2024.49.12.1671
A Study on Interference Management and Resource Allocation Optimization Using Reinforcement Learning
Geon-a Park  Kae-won Choi
Vol. 49, No. 10, pp. 1368-1373, Oct. 2024
10.7840/kics.2024.49.10.1368
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
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
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
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
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

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pISSN : 1226 - 4717
eISSN : 2287 - 3880