J-KICS

Q-Learning Based Quality Selection Algorithm for Dynamic Adaptive Streaming Over HTTP

Ji-Wung Park Seung Sik Choi
Vol. 47, No. 1, pp. 39-47, Jan. 2022

10.7840/kics.2022.47.1.39

A Survey of Deep Reinforcement Learning-Based Edge Caching and Computing Techniques

Minseok Choi
Vol. 47, No. 1, pp. 28-38, Jan. 2022

10.7840/kics.2022.47.1.28

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 Music Composition through Reinforcement Learning

Tack-hyun Jung Seung-ho Lee Keecheon Kim
Vol. 45, No. 3, pp. 521-528, Mar. 2020

10.7840/kics.2020.45.3.521

Distributed Traffic Signal Control at Multiple Intersections Based on Reinforcement Learning

Hyunjin Joo Yujin Lim
Vol. 45, No. 2, pp. 303-310, Feb. 2020

10.7840/kics.2020.45.2.303

N-DQN: Study on the Implementation and Research of Hierarchical Parallel Reinforcement Learning Model

Tack-hyun Jung Sang-won Kim Keecheon Kim
Vol. 44, No. 10, pp. 1961-1974, Oct. 2019

10.7840/kics.2019.44.10.1961

Deep Reinforcement Learning Based Weapon-Target Assignment to Support Military Decision-Making

Jaehwi Lee Chanin Eom Kyeongsoo Kim Hyunsu Kang Minhae Kwon

Vol. 50, No. 6, pp. 884-895, Jun. 2025

10.7840/kics.2025.50.6.884

Weapon-target assignment

Deep Reinforcement Learning

Markov Decision Process (MDP)

Deep Deterministic Policy Gradient (DDPG)

Twin delayed DDPG (TD3)

Research on Reinforcement Learning Methodologies for Large Language Models Using TRPO, PPO, and DPO

Taehyun Kim Soohyun Park
Vol. 50, No. 5, pp. 790-792, May 2025

10.7840/kics.2025.50.5.790

RLHF

LLMs

Terminal Mobility Prediction for Deep Reinforcement Learning-Based Handover Optimization in Non-Terrestrial Networks

Junyoung Kim Huiyeon Jang In-Sop Cho Minsu Shin Soyi Jung

Vol. 50, No. 5, pp. 728-740, May 2025

10.7840/kics.2025.50.5.728

Non-terrestrial Networks

LEO satellites communication

Handover

Deep Reinforcement Learning

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

Autonomous underwater vehicle(AUV)

Reinforcement Learning

Waypoint

Impact Angle

Digital Library[ Search Result ]

Q-Learning Based Quality Selection Algorithm for Dynamic Adaptive Streaming Over HTTP

A Survey of Deep Reinforcement Learning-Based Edge Caching and Computing Techniques

Deep Reinforcement Learning for Mode Optimization in RF-Powered Backscatter Cognitive Radio Networks

A Study on Music Composition through Reinforcement Learning

Distributed Traffic Signal Control at Multiple Intersections Based on Reinforcement Learning

N-DQN: Study on the Implementation and Research of Hierarchical Parallel Reinforcement Learning Model

Deep Reinforcement Learning Based Weapon-Target Assignment to Support Military Decision-Making

Research on Reinforcement Learning Methodologies for Large Language Models Using TRPO, PPO, and DPO

Terminal Mobility Prediction for Deep Reinforcement Learning-Based Handover Optimization in Non-Terrestrial Networks

Reinforcement Learning-Based Autonomous Underwater Vehicle Waypoint Generation Algorithm in Dynamic Environments

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