Edgar Beck

Sensors, July, 2023

Robust Deep Reinforcement Learning Scheduling via Weight Anchoring.

[BibT_eX]

[DOI]

IEEE Commun. Lett., January, 2023

Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Semantic Communication: An Information Bottleneck View.

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[DOI]

CoRR, 2022

Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients.

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[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

2021

CMDNet: Learning a Probabilistic Relaxation of Discrete Variables for Soft Detection With Low Complexity.

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[DOI]

IEEE Trans. Commun., 2021

ConCrete MAP: Learning a Probabilistic Relaxation of Discrete Variables for Soft Estimation with Low Complexity.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Concrete MAP Detection: A Machine Learning Inspired Relaxation.

[BibT_eX]

[DOI]

Proceedings of the 24th International ITG Workshop on Smart Antennas, 2020

2019

Compressed Edge Spectrum Sensing: Extensions and practical considerations.

[BibT_eX]

[DOI]

Autom., 2019

2018

Compressed Edge Spectrum Sensing for Wideband Cognitive Radios.

[BibT_eX]

[DOI]