Amna Kopic
Orcid: 0009-0008-9151-2875
According to our database1,
Amna Kopic authored at least 8 papers
between 2023 and 2025.
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Bibliography
2025
Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025
Generalizable and Channel-resilient Large Language Model Fine-tuned for Wireless Power Allocation.
Proceedings of the 2025 IEEE Global Communications Conference, 2025
A Heterogeneous Multi-agent Deep Reinforcement Learning Framework for Wireless Power Allocation under Realistic Urban Mobility Models.
Proceedings of the 2025 IEEE Global Communications Conference, 2025
2024
A Collaborative Multi-Agent Deep Reinforcement Learning-Based Wireless Power Allocation With Centralized Training and Decentralized Execution.
IEEE Trans. Commun., November, 2024
Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
2023
On Reward Shaping Methods in Deep Reinforcement Learning for Radio Resource Management in Wireless Networks.
Proceedings of the IEEE International Conference on Communications, 2023
On Effectiveness of Exploration Strategies in Deep Reinforcement Learning for Power Allocation in Multi-Carrier Wireless Systems.
Proceedings of the IEEE International Conference on Communications, 2023