Publikationen von ANT Mitarbeitern von Edgar Beck
2024
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Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient
BibTEX
E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN 2024),
Vol. 1, pp. 7,
5. - 8. Mai 2024, DOI -
Human-integrated Multi-agent Exploration using Semantic Communication and Extended Reality Simulation
BibTEX
E. Beck, A. Dekorsy, A. Suresh, P. Rückert, K. Tracht
IEEE,
IEEE International Conference on Automation, Robotics and Applications (ICARA 2024),
Vol. 10, pp. 7,
Athens,
Griechenland,
22. - 24. Februar 2024
2023
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Semantic Information Recovery in Wireless Networks
BibTEX
E. Beck, C. Bockelmann, A. Dekorsy
MDPI,
Sensors,
Vol. 23, No. 14, pp. 6347,
Juli 2023, DOI -
Swarm Exploration and Communications: A First Step towards Mutually-Aware Integration by Probabilistic Learning
BibTEX
E. Beck, B.-S. Shin, S. Wang, A. Dekorsy, Thomas Wiedemann, Dmitriy Shutin
MDPI,
Electronics,
Vol. 12, No. 8, pp. 1908,
April 2023, DOI
2022
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Robust Deep Reinforcement Learning Scheduling via Weight Anchoring
BibTEX
S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE Communications Letters,
Vol. 27, No. 1, pp. 210 - 213,
Oktober 2022, DOI -
Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients
BibTEX
S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE International Conference on Communications,
Seoul/Online,
Südkorea,
16. - 20. Mai 2022, DOI -
Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care
BibTEX
S. Gracla, E. Beck, C. Bockelmann, A. Dekorsy
IEEE,
IEEE Wireless Communications and Networking Conference,
Austin/Online,
USA,
13. - 16. April 2022, DOI
2021
2020
2019
2018
2017