An Autonomous Transfer Learning Algorithm for TD-Learners.
Anestis FachantidisIoannis PartalasMatthew E. TaylorIoannis P. VlahavasPublished in: SETN (2014)
Keyphrases
- learning algorithm
- learning process
- transfer learning
- reinforcement learning algorithms
- reinforcement learning
- active learning
- knowledge transfer
- e learning
- learning experience
- training data
- training examples
- cooperative
- learning rate
- generalization ability
- temporal difference
- learning environment
- collaborative learning
- learning styles
- machine learning algorithms
- supervised learning
- machine learning
- learning materials
- learning community
- learning processes
- learning resources
- learning systems
- training samples
- learning tasks
- learning problems
- concept maps
- learning strategies
- transferring knowledge
- concept mapping
- autonomous learning
- learning outcomes
- learning objects
- learning scheme
- function approximation
- lifelong learning
- unlabeled data
- social learning
- learning activities
- td learning
- state space
- multimedia learning environment