Steffen Gracla

13 papers B 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Model-Free Robust Beamforming in Satellite Downlink Using Reinforcement Learning. IEEE Open J. Commun. Soc. Alea Schröder, Steffen Gracla, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
2024	—	`conf`	Flexible Robust Beamforming for Multibeam Satellite Downlink Using Reinforcement Learning. ICC Alea Schröder, Steffen Gracla, Maik Röper, Dirk Wübben, Carsten Bockelmann, Armin Dekorsy
2023	J	`jnl`	A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation. CoRR Steffen Gracla, Carsten Bockelmann, Armin Dekorsy
2023	—	`conf`	Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications. ICASSP Workshops Steffen Gracla, Alea Schröder, Maik Röper, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
2023	J	`jnl`	Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite Communications. CoRR Steffen Gracla, Alea Schröder, Maik Röper, Carsten Bockelmann, Dirk Wübben, Armin Dekorsy
2023	J	`jnl`	Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients. CoRR Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
2023	J	`jnl`	On the Importance of Exploration for Real Life Learned Algorithms. CoRR Steffen Gracla, Carsten Bockelmann, Armin Dekorsy
2023	J	`jnl`	Robust Deep Reinforcement Learning Scheduling via Weight Anchoring. CoRR Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
2023	J	`jnl`	Robust Deep Reinforcement Learning Scheduling via Weight Anchoring. IEEE Commun. Lett. Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
2022	B	`conf`	Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care. WCNC Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
2022	—	`conf`	Learning Resource Scheduling with High Priority Users using Deep Deterministic Policy Gradients. ICC Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy
2022	—	`conf`	On the Importance of Exploration for Real Life Learned Algorithms. SPAWC Steffen Gracla, Carsten Bockelmann, Armin Dekorsy
2021	J	`jnl`	Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care. CoRR Steffen Gracla, Edgar Beck, Carsten Bockelmann, Armin Dekorsy