{"product_id":"9781484232842","title":"Reinforcement Learning: With Open AI, TensorFlow and Keras Using Python","description":"\u003ch1\u003eReinforcement Learning: With Open AI, TensorFlow and Keras Using Python\u003c\/h1\u003e \u003ch2\u003eNandy, Abhishek; Biswas, Manisha\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cdiv\u003eMaster reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve and then gain a clear picture of how they are inter-related. You’ll then work with theories related to reinforcement learning and see the concepts that build up the reinforcement learning process. \u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003cdiv\u003e\n\u003ci\u003eReinforcement Learning\u003c\/i\u003e discusses algorithm implementations important for reinforcement learning, including Markov’s Decision process and Semi Markov Decision process. The next section shows you how to get started with Open AI  before looking at Open AI Gym. You’ll then learn about Swarm Intelligence with Python in terms of reinforcement learning.\u003c\/div\u003e\n\u003c\/div\u003e\u003cdiv\u003e \u003c\/div\u003e\u003cdiv\u003eThe last part of the book starts with the TensorFlow environment and gives an outline of how reinforcement learning can be applied to TensorFlow. There’s also coverage of Keras, a framework that can be used with reinforcement learning. Finally, you'll delve into Google’s Deep Mind and see scenarios where reinforcement learning can be used. \u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003cb\u003eWhat You'll Learn \u003c\/b\u003e\u003cbr\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003cul\u003e\n\u003cli\u003eAbsorb the core concepts of the reinforcement learning process\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse advanced topics of deep learning and AI\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWork with Open AI Gym, Open AI, and Python \u003c\/li\u003e\n\u003cli\u003eHarness reinforcement learning with TensorFlow and Keras using Python\u003c\/li\u003e\n\u003c\/ul\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cdiv\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003e\u003c\/div\u003e\n\u003cdiv\u003eData scientists, machine learning and deep learning professionals, developers who want to adapt and learn reinforcement learning.\u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003c\/div\u003e\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2017-12-08\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484232842\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-3285-9\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 167\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47696120250508,"sku":"9781484232842","price":62.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484232842_1badd588-d016-4927-8f45-42337d9fb076.jpg?v=1776777114","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484232842","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}