Deep Reinforcement Learning Based Algorithm for Symbiotic Radio IoT Throughput Optimization in 6G Network.
Gerges M. SalamaSamar Shaker MetwlyE. G. ShehataAhmed M. Abd El-HaleemPublished in: IEEE Access (2023)
Keyphrases
- reinforcement learning
- optimization algorithm
- dynamic programming
- optimization method
- learning algorithm
- detection algorithm
- optimization process
- cost function
- np hard
- model free
- computational complexity
- worst case
- function approximation
- segmentation algorithm
- particle swarm optimization
- management system
- k means
- neural network
- multi agent
- combinatorial optimization
- convergence rate
- objective function
- social networks
- constrained optimization
- location information
- optimization model
- machine learning