Advice Taking and Transfer Learning: Naturally Inspired Extensions to Reinforcement Learning.
Lisa TorreyTrevor WalkerRichard MaclinJude W. ShavlikPublished in: AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence (2008)
Keyphrases
- transfer learning
- reinforcement learning
- knowledge transfer
- learning tasks
- function approximation
- machine learning
- labeled data
- cross domain
- manifold alignment
- multi task learning
- learning algorithm
- transfer knowledge
- learning problems
- supervised learning
- active learning
- collaborative filtering
- domain adaptation
- state space
- reinforcement learning algorithms
- reinforcement learning agents
- multi task
- temporal difference
- unlabeled data
- semi supervised learning
- unsupervised learning
- model free
- learning process
- transferring knowledge
- solve complex tasks