Reinforcement learning demonstrator for opportunistic spectrum access on real radio signals.
Christophe MoyAmor NafkhaMalek NaouesPublished in: DySPAN (2015)
Keyphrases
- reinforcement learning
- markov decision processes
- function approximation
- cognitive radio
- radio frequency
- signal processing
- machine learning
- multi agent
- real life
- access control
- data sets
- power spectrum
- independent component analysis
- spectrum sensing
- policy search
- data dissemination
- real robot
- reinforcement learning algorithms
- action selection
- learning algorithm
- real world