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Search : "[ keyword: Deep Q-Network ]" (9)
Performance Evaluation of DQN-Based Congestion Control Algorithm for TCP
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
Distributed Deep Reinforcement Learning-Based Energy Efficiency Maximization in 3D Cellular Networks
Seungmin Lee Tae-Won Ban Howon Lee
Vol. 48, No. 8, pp. 942-949, Aug. 2023
10.7840/kics.2023.48.8.942
Vol. 48, No. 8, pp. 942-949, Aug. 2023
10.7840/kics.2023.48.8.942
Centralized DQN-Based Optimal Path Control of Multiple Robots
JiminJeon HyebinCho SeungminLee HowonLee
Vol. 48, No. 4, pp. 449-456, Apr. 2023
10.7840/kics.2023.48.4.449
Vol. 48, No. 4, pp. 449-456, Apr. 2023
10.7840/kics.2023.48.4.449
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
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
Vol. 47, No. 7, pp. 944-952, Jul. 2022
10.7840/kics.2022.47.7.944
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
Vol. 46, No. 2, pp. 246-256, Feb. 2021
10.7840/kics.2021.46.2.246
Learning-Based User Association and Cache Replacement for Communication Latency Reduction in Small Cell Network
Jae-Wook Jung Sang-Eun Jeon Jun-Pyo Hong
Vol. 45, No. 6, pp. 1129-1136, Jun. 2020
10.7840/kics.2020.45.6.1129
Vol. 45, No. 6, pp. 1129-1136, Jun. 2020
10.7840/kics.2020.45.6.1129
DQN Reinforcement Learning: The Robot’s Optimum Path Navigation in Dynamic Environments for Smart Factory
Kwang-Seok Park Jin-Man Park Wan-Kyu Yun Sang-Jo Yoo
Vol. 44, No. 12, pp. 2269-2279, Dec. 2019
10.7840/kics.2019.44.12.2269
Vol. 44, No. 12, pp. 2269-2279, Dec. 2019
10.7840/kics.2019.44.12.2269
pISSN : 1226 - 4717
eISSN : 2287 - 3880