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Frommberger, Lutz

Qualitative Spatial Abstraction in Reinforcement Learning

Frommberger, Lutz - Qualitative Spatial Abstraction in Reinforcement Learning, ebook

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ISBN: 9783642165900
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Table of contents

1. Introduction
Lutz Frommberger

2. Foundations of Reinforcement Learning
Lutz Frommberger

3. Abstraction and Knowledge Transfer in Reinforcement Learning
Lutz Frommberger

4. Qualitative State Space Abstraction
Lutz Frommberger

5. Generalization and Transfer Learning with Qualitative Spatial Abstraction
Lutz Frommberger

6. RLPR – An Aspectualizable State Space Representation
Lutz Frommberger

7. Empirical Evaluation
Lutz Frommberger

8. Summary and Outlook
Lutz Frommberger

Keywords: Computer Science, Artificial Intelligence (incl. Robotics), Control, Robotics, Mechatronics

Author(s)
Publisher
Springer
Publication year
2010
Language
en
Edition
1
Series
Cognitive Technologies
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783642165900

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