A fine-tuned wireless foundation model provides channel embeddings that feed a DDPG agent, which reportedly improves spectral efficiency over DRL with raw CSI and over beam sweeping in DeepMIMO simulation.
Digital Twin Aided RIS Communi- cation: Robust Beamforming and Interference Management,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
eess.SP 1years
2025 1verdicts
REJECT 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication
A fine-tuned wireless foundation model provides channel embeddings that feed a DDPG agent, which reportedly improves spectral efficiency over DRL with raw CSI and over beam sweeping in DeepMIMO simulation.