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HiMAQ: Hierarchical multi-agent Q-learning-based throughput and fairness improvement for UAV-Aided IoT networks
  • 2024-03-01
  • Journal of Network and Computer Applications, Vol.223
  • Academic Press
MUSCAT: Distributed multi-agent Q-learning-based minimum span channel allocation technique for UAV-enabled wireless networks
  • Lee, Ki Hun;
  • Lee, Seungmin;
  • Park, Jaedon;
  • Lee, Howon;
  • Jung, Bang Chul
  • 2024-06-01
  • Computer Networks, Vol.247
  • Elsevier B.V.
Energy Efficient Power Allocation in Massive MIMO Based on Parameterized Deep DQNoa mark
  • 2023-11-01
  • Electronics (Switzerland), Vol.12
  • Multidisciplinary Digital Publishing Institute (MDPI)
A Double Q-Learning Based Routing Protocol for Unmanned Aerial Multi-Hop Networks
  • 2021-11-01
  • Journal of Korean Institute of Communications and Information Sciences, Vol.46, pp.1873-1881
  • Korean Institute of Communications and Information Sciences
Context-aware pub/sub control method using reinforcement learning
  • 2021-08-10
  • Concurrency and Computation: Practice and Experience, Vol.33
  • John Wiley and Sons Ltd
Multi-Agent Deep Reinforcement Learning for Efficient Unattended Information Gathering and Monitoring of Autonomous UAM Systems
  • Park, Chanyoung;
  • Kim, Gyu Seon;
  • Lee, Kyeongjin;
  • Yun, Ilsoo
  • 2023-02-01
  • Journal of Korean Institute of Communications and Information Sciences, Vol.48, pp.176-184
  • Korean Institute of Communications and Information Sciences
Multi-Agent Reinforcement Learning-Based Resource Allocation Scheme for UAV-Assisted Internet of Remote Things Systemsoa mark
  • Lee, Donggu;
  • Sun, Young Ghyu;
  • Kim, Soo Hyun;
  • Kim, Jae Hyun;
  • Shin, Yoan;
  • Kim, Dong In;
  • Kim, Jin Young
  • 2023-01-01
  • IEEE Access, Vol.11, pp.53155-53164
  • Institute of Electrical and Electronics Engineers Inc.
Multiobjective Reinforcement Learning Based Energy Consumption in C-RAN Enabled Massive MIMOoa mark
  • 2022-01-01
  • Radioengineering, Vol.31, pp.155-163
  • Czech Technical University in Prague
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