Faded-Experience Trust Region Policy Optimization for Model-Free Power Allocation in Interference Channel.
Mohammad G. KhoshkholghHalim YanikomerogluPublished in: CoRR (2020)
Keyphrases
- model free
- trust region
- power allocation
- optimization methods
- mimo systems
- reinforcement learning
- line search
- cognitive radio networks
- resource allocation
- spectrum sensing
- channel state information
- global optimum
- optimization method
- function approximation
- temporal difference
- multiple input multiple output
- transmission scheme
- optimization problems
- quadratic programming
- column generation
- newton method
- evolutionary algorithm
- wireless communication
- unequal error protection
- fading channels
- levenberg marquardt
- video transmission
- feature extraction