J-KICS

Trends in Autonomous Course of Action for Cyber Attacks Using Reinforcement Learning

Seok Bin Son Haemin Lee Soohyun Park Dong Hwa Kim Joongheon Kim

Vol. 47, No. 11, pp. 1776-1787, Nov. 2022

10.7840/kics.2022.47.11.1776

Cyber Attacks

Attack COA

Reinforcement Learning

Penetration Testing

Deep Reinforcement Learning-Based Vehicle-to-Vehicle Resource Allocation

Jihoon Moon Byonghyo Shim
Vol. 47, No. 10, pp. 1565-1567, Oct. 2022

10.7840/kics.2022.47.10.1565

Vehicular communications

Deep Reinforcement Learning

Resource Allocation

Scheduling

mmWave/ THz communications

Network Scheduler Based on Reinforcement Learning for Minimizing the Maximum End-to-End Latency

Juhyeok Kwon Jihye Ryu Jinoo Joung
Vol. 47, No. 9, pp. 1330-1340, Sep. 2022

10.7840/kics.2022.47.9.1330

min-max criterion

Reinforcement Learning

double deep Q-learning

prioritized experience replay

end-to-end latency

fairness

Timeslot Scheduling with Reinforcement Learning Using a Double Deep Q-Network

Jihye Ryu Juhyeok Kwon Jinoo Joung
Vol. 47, No. 7, pp. 944-952, Jul. 2022

10.7840/kics.2022.47.7.944

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

Reinforcement Learning Based Energy-Efficient Sensor Barrier Formation Algorithm For Border Surveillance

Sangbeom Jeon Minwoo Lee Jaesung Lim
Vol. 46, No. 12, pp. 2291-2300, Dec. 2021

10.7840/kics.2021.46.12.2291

Q-Learning Based Dynamic Task-Offloading Scheme to Improve QoE in Energy Harvesting IoT Edge Computing Environments

Minjae Kang Seungwoo Lee Yujin Gong Younghyun Kim Ikjune Yoon
Dong Kun Noh
Vol. 46, No. 12, pp. 2212-2220, Dec. 2021

10.7840/kics.2021.46.12.2212

Combating Stop-and-Go Wave Problem at a Ring Road Using Deep Reinforcement Learning Based Autonomous Vehicles

Dongsu Lee Minhae Kwon
Vol. 46, No. 10, pp. 1667-1682, Oct. 2021

10.7840/kics.2021.46.10.1667

Slotted ALOHA Based on Reinforcement Learning with Thompson Sampling

Yeong-Je Jo Gyung-Ho Hwang
Vol. 46, No. 10, pp. 1646-1649, Oct. 2021

10.7840/kics.2021.46.10.1646

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Trends in Autonomous Course of Action for Cyber Attacks Using Reinforcement Learning

Deep Reinforcement Learning-Based Vehicle-to-Vehicle Resource Allocation

Network Scheduler Based on Reinforcement Learning for Minimizing the Maximum End-to-End Latency

Timeslot Scheduling with Reinforcement Learning Using a Double Deep Q-Network

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

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

Reinforcement Learning Based Energy-Efficient Sensor Barrier Formation Algorithm For Border Surveillance

Q-Learning Based Dynamic Task-Offloading Scheme to Improve QoE in Energy Harvesting IoT Edge Computing Environments

Combating Stop-and-Go Wave Problem at a Ring Road Using Deep Reinforcement Learning Based Autonomous Vehicles

Slotted ALOHA Based on Reinforcement Learning with Thompson Sampling

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