Q-Tree: Automatic Construction of Hierarchical State Representation for Reinforcement Learning.
Tao MaoZhao ChengLaura E. RayPublished in: ICIRA (3) (2012)
Keyphrases
- automatic construction
- reinforcement learning
- hierarchical tree
- state space
- tree representation
- binary tree
- hierarchical structure
- hierarchical reinforcement learning
- hierarchically organized
- hierarchical data structures
- hierarchical representation
- machine learning
- tree structure
- partially observable
- temporal difference
- function approximation
- hierarchical organization
- transition model
- image representation
- data structure
- learning algorithm
- data sets