Qualitative Spatial Abstraction in Reinforcement Learning

By Lutz Frommberger

Book Overview

Foundations of Reinforcement Learning.- Abstraction and Knowledge Transfer in Reinforcement Learning.- Qualitative State Space Abstraction.- Generalization and Transfer Learning with Qualitative Spatial Abstraction.- RLPR - An Aspectualizable State Space Representation.- Empirical Evaluation.- Summary and Outlook.

• Format: Paperback
• Language: English
• ISBN: 3642266002
• ISBN13: 9783642266003
• Release Date: January 2013
• Publisher: Springer
• Length: 174 Pages
• Weight: 0.62 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"