Deep Reinforcement Learning Aided Rate-Splitting for Interference Channels.
Osman Nuri IrkiçatalMelda YukselElif Tugce CeranPublished in: GLOBECOM (2023)
Keyphrases
- reinforcement learning
- markov decision processes
- function approximation
- frequency selective
- learning algorithm
- channel assignment
- reinforcement learning algorithms
- state space
- model free
- learning process
- multi channel
- deep learning
- optimal policy
- machine learning
- communication channels
- neural network
- temporal difference
- wireless communication
- temporal difference learning
- autonomous learning
- dynamic programming
- power line