Multi-UAV IRS-Assisted Communications: Multinode Channel Modeling and Fair Sum-Rate Optimization via Deep Reinforcement Learning.
Giovanni IacovelliAngelo ColucciaLuigi Alfredo GriecoPublished in: IEEE Internet Things J. (2024)
Keyphrases
- reinforcement learning
- multiple access
- communication channels
- state space
- function approximation
- learning algorithm
- multi channel
- channel capacity
- transmission rate
- constrained optimization
- optimization process
- communication networks
- global optimization
- transfer learning
- optimization algorithm
- optimal policy
- unmanned aerial vehicles
- optimization problems
- learning process