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• Attention-based Open RAN Slice Management using Deep Reinforcement Learning
  2023 · 15 citations
• ORAN-GUIDE: RAG-Driven Prompt Learning for LLM-Augmented Reinforcement Learning in O-RAN Network Slicing
  2025 · 1 citations
• Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning
  2023 · 1 citations
• Meta Hierarchical Reinforcement Learning for Scalable Resource Management in O-RAN
  2025
• Prompt-Tuned LLM-Augmented DRL for Dynamic O-RAN Network Slicing
  2025
• Distributed Cooperative Spectrum Sharing in UAV Networks Using Multi-Agent Reinforcement Learning
  2018
• Autonomous Extraction of a Hierarchical Structure of Tasks in Reinforcement Learning, A Sequential Associate Rule Mining Approach
  2018
• An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations
  2019
• Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN
  2022
• Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning
  2024
• Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN
  2024