A Comparative Analysis of Deep Reinforcement Learning-based xApps in O-RAN.
Maria TsampaziSalvatore D'OroMichele PoleseLeonardo BonatiGwenael PoitauMichael HealyTommaso MelodiaPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- function approximation
- state space
- learning algorithm
- reinforcement learning algorithms
- machine learning
- multi agent
- temporal difference learning
- markov decision processes
- optimal policy
- learning process
- multiscale
- multi agent reinforcement learning
- temporal difference
- belief nets
- real robot
- control problems
- model free
- optimal control
- learning problems
- transfer learning
- monte carlo
- dynamic programming
- information systems
- search engine