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Design of Experiments for Reinforcement Learning

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Design of Experiments for Reinforcement Learning Christopher Gatti
Libristo kod: 13513353
Nakladnici Springer International Publishing AG, kolovoz 2016
This thesis takes an empirical approach to understanding of the behavior and interactions between th... Cijeli opis
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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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Informacije o knjizi

Puni naziv Design of Experiments for Reinforcement Learning
Autor Christopher Gatti
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2016
Broj stranica 191
EAN 9783319385518
ISBN 3319385518
Libristo kod 13513353
Nakladnici Springer International Publishing AG
Težina 3226
Dimenzije 155 x 235 x 13

Kategorija

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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