Steffen Gracla

According to our database, Steffen Gracla authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Model-Free Robust Beamforming in Satellite Downlink Using Reinforcement Learning.

Alea Schröder, Steffen Gracla, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy

IEEE Open J. Commun. Soc., 2025

2024

Flexible Robust Beamforming for Multibeam Satellite Downlink Using Reinforcement Learning.

Alea Schröder, Steffen Gracla, Maik Röper, Dirk Wübben, Carsten Bockelmann, Armin Dekorsy

Proceedings of the IEEE International Conference on Communications, 2024

2023

Robust Deep Reinforcement Learning Scheduling via Weight Anchoring.

Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy

IEEE Commun. Lett., January, 2023

A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation.

Steffen Gracla, Carsten Bockelmann, Armin Dekorsy

CoRR, 2023

Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications.

Steffen Gracla, Alea Schröder, Maik Röper, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

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

Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

On the Importance of Exploration for Real Life Learned Algorithms.

Steffen Gracla, Carsten Bockelmann, Armin Dekorsy

Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

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

Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy

Proceedings of the IEEE International Conference on Communications, 2022