Complexity of Spectrum Activity and Benefits of Reinforcement Learning for Dynamic Channel Selection.
Irene MacalusoDanny FinnBaris ÖzgülLuiz A. DaSilvaPublished in: IEEE J. Sel. Areas Commun. (2013)
Keyphrases
- reinforcement learning
- dynamic environments
- dynamically select
- learning algorithm
- worst case
- neural network
- computational complexity
- evolutionary algorithm
- multi channel
- markov decision processes
- frequency domain
- multiple access
- communication channels
- optimal control
- selection algorithm
- function approximation
- machine learning
- mobile robot
- dynamic programming
- genetic algorithm