{"product_id":"design-of-experiments-for-reinforcement-christopher-gatti-9783319121963","title":"Design of Experiments for Reinforcement Learning","description":"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.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Christopher Gatti\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319121960\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319121963\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/08\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 191\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.03lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.50d","brand":"Christopher Gatti","offers":[{"title":"Hardcover","offer_id":44125950902527,"sku":"9783319121963","price":109.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f2b65184-217e-454d-b51a-4e8e4a0e1ac4.jpg?v=1687445478","url":"https:\/\/www.whiterainbookhouse.com\/products\/design-of-experiments-for-reinforcement-christopher-gatti-9783319121963","provider":"WR Book House","version":"1.0","type":"link"}