Autonomous shaping: knowledge transfer in reinforcement learning.
George Dimitri KonidarisAndrew G. BartoPublished in: ICML (2006)
Keyphrases
- knowledge transfer
- reinforcement learning
- transfer learning
- reward shaping
- autonomous learning
- transferring knowledge
- cross domain
- knowledge sharing
- reinforcement learning algorithms
- mutual adaptation
- machine learning
- state space
- learning tasks
- previously learned
- knowledge construction
- learning algorithm
- model free
- transfer knowledge
- active learning
- semi supervised learning
- software process improvement
- labeled data
- learning process
- markov decision processes
- training data
- tacit knowledge
- feature extraction
- decision making
- machine learning algorithms