ORAN-GUIDE couples a domain-specific LLM prompt generator with a frozen GPT-2 encoder and learnable prompt tokens to improve multi-agent SAC sample efficiency in O-RAN slicing.
Open RAN LSTM traffic prediction and slice management using deep reinforcement learning,
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
cs.LG 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
ORAN-GUIDE: RAG-Driven Prompt Learning for LLM-Augmented Reinforcement Learning in O-RAN Network Slicing
ORAN-GUIDE couples a domain-specific LLM prompt generator with a frozen GPT-2 encoder and learnable prompt tokens to improve multi-agent SAC sample efficiency in O-RAN slicing.