A novel graphical approach to automatic abstraction in reinforcement learning.
Nasrin TaghizadehHamid BeigyPublished in: Robotics Auton. Syst. (2013)
Keyphrases
- reinforcement learning
- state abstraction
- model free
- learning algorithm
- data driven
- semi automatic
- machine learning
- high level
- learning process
- state space
- databases
- function approximation
- decision theoretic planning
- data abstraction
- temporal abstractions
- reinforcement learning algorithms
- graphical representation
- fully automatic
- markov decision processes