research
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04/25/2023
A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation
With increasing complexity of modern communication systems, machine lear...
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04/21/2023
On the Importance of Exploration for Real Life Learned Algorithms
The quality of data driven learning algorithms scales significantly with...
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04/20/2023
Robust Deep Reinforcement Learning Scheduling via Weight Anchoring
Questions remain on the robustness of data-driven learning methods when ...
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04/19/2023
Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients
Advances in mobile communication capabilities open the door for closer i...
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03/13/2023
Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications
Direct Low Earth Orbit satellite-to-handheld links are expected to be pa...
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11/12/2021