Action Dependent State Space Abstraction for Hierarchical Learning Systems.
Mehran AsadiManfred HuberPublished in: Artificial Intelligence and Applications (2005)
Keyphrases
- learning systems
- state space
- action space
- state abstraction
- decision theoretic planning
- learning resources
- reinforcement learning
- computer supported
- markov decision processes
- learning styles
- learning process
- initial state
- machine learning
- learning materials
- learning environment
- dynamical systems
- dynamic programming
- heuristic search
- adaptive systems
- learning algorithm
- optimal policy
- particle filter
- human learning
- search space
- technology enhanced learning systems
- state variables
- m learning
- reinforcement learning algorithms
- markov decision process
- domain knowledge
- markov decision problems
- e learning
- statistical machine learning
- macro actions