Stochastic Abstract Policies: Generalizing Knowledge to Improve Reinforcement Learning.
Marcelo Li KogaValdinei Freire da SilvaAnna Helena Reali CostaPublished in: IEEE Trans. Cybern. (2015)
Keyphrases
- reinforcement learning
- optimal policy
- control policies
- knowledge base
- direct policy search
- higher level
- knowledge acquisition
- expert systems
- domain experts
- domain knowledge
- knowledge representation
- data mining techniques
- prior knowledge
- background knowledge
- knowledge sharing
- knowledge transfer
- policy search
- learning algorithm
- knowledge based systems
- learning process
- markov decision processes
- knowledge level
- learning environment