Connection Management xAPP for O-RAN RIC: A Graph Neural Network and Reinforcement Learning Approach.
Oner OrhanVasuki Narasimha SwamyThomas TetzlaffMarcel NassarHosein NikopourShilpa TalwarPublished in: ICMLA (2021)
Keyphrases
- neural network
- reinforcement learning
- graph theory
- information systems
- function approximation
- artificial neural networks
- management system
- back propagation
- random walk
- function approximators
- graph theoretic
- fuzzy logic
- directed graph
- graph model
- fault diagnosis
- knowledge management
- connected components
- graph structure
- graph representation
- state space
- neural network is trained
- network model
- weighted graph
- feed forward
- reinforcement learning algorithms
- learning capabilities
- bipartite graph
- graph matching
- information management
- genetic algorithm
- data processing
- learning algorithm
- supervised learning
- multi agent
- pattern recognition
- machine learning
- neural nets
- graph based algorithm
- fuzzy artmap
- temporal difference
- model free
- graph databases
- structured data
- self organizing maps
- optimal control
- recurrent neural networks