Faded-Experience Trust Region Policy Optimization for Model-Free Power Allocation in Interference Channel.
Mohammad G. KhoshkholghHalim YanikomerogluPublished in: IEEE Wirel. Commun. Lett. (2021)
Keyphrases
- model free
- trust region
- power allocation
- optimization methods
- mimo systems
- line search
- resource allocation
- reinforcement learning
- cognitive radio networks
- channel state information
- global optimum
- function approximation
- column generation
- optimization problems
- temporal difference
- spectrum sensing
- optimization method
- transmission scheme
- artificial neural networks
- multipath
- unequal error protection
- cognitive radio
- levenberg marquardt