Connection Management xAPP for O-RAN RIC: A Graph Neural Network and Reinforcement Learning Approach.
Oner OrhanVasuki Narasimha SwamyThomas TetzlaffMarcel NassarHosein NikopourShilpa TalwarPublished in: CoRR (2021)
Keyphrases
- neural network
- reinforcement learning
- function approximation
- function approximators
- fuzzy logic
- management system
- directed graph
- graph theory
- graph structure
- graph model
- pattern recognition
- state space
- artificial neural networks
- random walk
- information systems
- graph representation
- network management
- model free
- machine learning
- decision support
- optimal policy
- neural network model
- reinforcement learning algorithms
- knowledge management
- data processing
- network model
- structured data
- project management
- recurrent neural networks
- graph matching
- learning algorithm
- bipartite graph
- robot control
- learning capabilities
- markov decision processes
- temporal difference
- social networks
- knn
- graph partitioning
- undirected graph
- directed acyclic graph
- weighted graph
- optimal control
- associative memory