Deep Reinforcement Learning Powered IRS-Assisted Downlink NOMA.
Muhammad Jamal ShehabBekir Sait CiftlerTamer KhattabMohamed M. AbdallahDaniele TrincheroPublished in: IEEE Open J. Commun. Soc. (2022)
Keyphrases
- reinforcement learning
- function approximation
- resource allocation
- state space
- machine learning
- application layer
- reinforcement learning algorithms
- case study
- optimal policy
- markov decision processes
- deep learning
- learning algorithm
- multimedia services
- software implementation
- action space
- temporal difference
- model free
- optimal control
- evaluation function
- learning process
- mobile devices
- video sequences
- multi agent
- reinforcement learning methods
- robotic control
- scheduling and resource allocation