Distributed Q-learning based dynamic spectrum management in cognitive cellular systems: Choosing the right learning rate.
Nils MorozsTim ClarkeDavid GraceQiyang ZhaoPublished in: ISCC (2014)
Keyphrases
- learning rate
- convergence rate
- learning algorithm
- activation function
- convergence speed
- distributed systems
- cellular systems
- hidden layer
- decision making
- cognitive radio
- adaptive learning rate
- lightweight
- peer to peer
- weight vector
- data mining
- convergence theorem
- delta bar delta
- gradient method
- wireless networks
- machine learning