On the Implementation of a Reinforcement Learning-based Capacity Sharing Algorithm in O-RAN.
Irene VilàOriol SallentJordi Pérez-RomeroPublished in: GLOBECOM (Workshops) (2022)
Keyphrases
- learning algorithm
- reinforcement learning
- monte carlo
- detection algorithm
- dynamic programming
- experimental evaluation
- hardware implementation
- optimal solution
- cost function
- np hard
- optimization algorithm
- high accuracy
- expectation maximization
- k means
- preprocessing
- probabilistic model
- recognition algorithm
- improved algorithm
- objective function
- parallel implementation
- model free
- linear programming
- theoretical analysis
- segmentation algorithm
- tree structure
- classification algorithm
- information sharing