Fast Learning Cognitive Radios in Underlay Dynamic Spectrum Access: Integration of Transfer Learning into Deep Reinforcement Learning.
Fatemeh Shah MohammadiAndres KwasinskiPublished in: WTS (2020)
Keyphrases
- reinforcement learning
- transfer learning
- learning tasks
- learning algorithm
- learning process
- knowledge transfer
- active learning
- learning problems
- solve complex tasks
- multi task learning
- transferring knowledge
- transfer knowledge
- machine learning
- supervised learning
- labeled data
- cross domain
- domain adaptation
- previously learned
- multi task
- reinforcement learning agents
- sample selection bias
- prior knowledge
- semi supervised learning
- graph transduction
- data sets
- target domain
- temporal difference
- state space
- knn
- unsupervised learning