A Comparative Analysis of Deep Reinforcement Learning-Based xApps in O-RAN.
Maria TsampaziSalvatore D'OroMichele PoleseLeonardo BonatiGwenael PoitauMichael HealyTommaso MelodiaPublished in: GLOBECOM (2023)
Keyphrases
- reinforcement learning
- function approximation
- state space
- reinforcement learning algorithms
- model free
- markov decision processes
- robotic control
- deep learning
- optimal policy
- reinforcement learning methods
- databases
- dynamic programming
- learning process
- transfer learning
- artificial intelligence
- multi agent reinforcement learning
- policy search
- unsupervised learning
- sufficient conditions
- multi agent
- machine learning
- real world