Heasung Kim
Orcid: 0000-0003-3860-8962
According to our database1,
Heasung Kim
authored at least 10 papers
between 2018 and 2023.
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Bibliography
2023
Learning RL-Policies for Joint Beamforming Without Exploration: A Batch Constrained Off-Policy Approach.
CoRR, 2023
2022
Proceedings of the IEEE Global Communications Conference, 2022
2021
Shallow Reinforcement Learning for Energy Harvesting Communications With Imperfect Channel Knowledge.
IEEE J. Sel. Top. Signal Process., 2021
Optimized Shallow Neural Networks for Sum-Rate Maximization in Energy Harvesting Downlink Multiuser NOMA Systems.
IEEE J. Sel. Areas Commun., 2021
2020
On the Design of Tailored Neural Networks for Energy Harvesting Broadcast Channels: A Reinforcement Learning Approach.
IEEE Access, 2020
An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels.
Proceedings of the IEEE International Symposium on Information Theory, 2020
RL-Based Transmission Completion Time Minimization with Energy Harvesting for Time-Varying Channels.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020
2019
Rate Maximization with Reinforcement Learning for Time-Varying Energy Harvesting Broadcast Channels.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
2018
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Action-Bounding for Reinforcement Learning in Energy Harvesting Communication Systems.
Proceedings of the IEEE Global Communications Conference, 2018