Knowledge revision for reinforcement learning with abstract MDPs.
Kyriakos EfthymiadisSam DevlinDaniel KudenkoPublished in: AAMAS (2014)
Keyphrases
- reinforcement learning
- markov decision processes
- knowledge base
- optimal policy
- higher level
- state space
- domain knowledge
- knowledge representation
- policy search
- dynamic programming
- knowledge discovery
- expert systems
- function approximation
- learning algorithm
- continuous state and action spaces
- knowledge level
- reward function
- machine learning
- knowledge sharing
- knowledge acquisition
- knowledge management
- high level
- model free
- data mining techniques
- partially observable
- multi agent