QCell: Self-optimization of Softwarized 5G Networks through Deep Q-learning.
Bernardo CasasoleLeonardo BonatiSalvatore D'OroStefano BasagniAntonio CaponeTommaso MelodiaPublished in: GLOBECOM (2021)
Keyphrases
- state space
- reinforcement learning
- optimization algorithm
- multi agent
- learning algorithm
- cooperative
- computer networks
- function approximation
- constrained optimization
- multi agent reinforcement learning
- optimization process
- optimal policy
- stochastic approximation
- network topologies
- model free
- optimization method
- optimization problems
- bayesian networks
- social networks