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Design of Experiments for Reinforcement Learning

Language EnglishEnglish
Book Paperback
Book Design of Experiments for Reinforcement Learning Christopher Gatti
Libristo code: 13513353
Publishers Springer International Publishing AG, August 2016
This thesis takes an empirical approach to understanding of the behavior and interactions between th... Full description
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This thesis takes an empirical approach to understanding of the behavior and interactions between the two main components of reinforcement learning: the learning algorithm and the functional representation of learned knowledge. The author approaches these entities using design of experiments not commonly employed to study machine learning methods. The results outlined in this work provide insight as to what enables and what has an effect on successful reinforcement learning implementations so that this learning method can be applied to more challenging problems.§

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About the book

Full name Design of Experiments for Reinforcement Learning
Author Christopher Gatti
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 191
EAN 9783319385518
ISBN 3319385518
Libristo code 13513353
Publishers Springer International Publishing AG
Weight 3226
Dimensions 155 x 235 x 13

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Computing & Information Technology > Computer science > Computer architecture & logic design
Computing & Information Technology > Computer science > Artificial intelligence
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