TensorFlow2强化学习手册 深刻理解深度强化学习,基于TensorFlow探索现实世界中的强化学习。提供全书代码
通过本书,读者可以: l使用全新的TensorFlow和Keras API从头开始构建深度强化学习智能体; l使用最少代码实现先进的深度强化学习算法; l在模拟环境中培训深度强化学习智能体,以执行加密货币、股票交易和建筑能源优化等现实世界的任务; l使用TensorFlow创建桌面应用程序、云服务、Web和移动应用程序,将强化学习智能体部署到云端,构建跨平台应用程序; 使用分布式DNN模型训练加快代理开发。
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Product Details 基本信息 ISBN-13 书号 9781498786256 Author 作者 Praveen Chaddah Format 版本 精装 Publication Date 出版日期 2017-11-27 Language 语种 英语 Book Contents 内容简介 This book discusses the concept of kinetic arrest at a certain temperature, with this temperature being dependent on the second control variable (magnetic field, or pressure). It discusses interesting manifestations of this phenomenon when the 1st order transition is broadened, i.e. occurs over a finite range of temperatures.
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TENSORFLOW2强化学习手册 9787302643388
Product Details 基本信息 ISBN-13 书号 9787302643388 Author 作者 [美]普拉文·帕拉尼萨米(Praveen Palanisamy) 著 陈翔 王玺钧 译 Format 版本 平装-胶订 Publisher 出版社 清华大学出版社 Publication Date 出版日期 2023-12-01 Product Dimensions 商品尺寸 其他 Language 语种 其它(含多语) Book Contents 内容简介 本书首先介绍深度强化学习的基础知识以及TensorFlow 2.x的**主要版本。随后介绍OpenAI Gym、基于模型的RL和无模型的RL,并学习如何开发基本代理。深入介绍发现如何实施*深度强化学习算法,例如行动者批评、深度确定性策略梯度、深度Q网络、近端策略优化以及深度循环Q网络,以训练RL代理。同时,本书通过构建用于自动完成任务的加密货币交易代理,股票/股票交易代理和智能代理等实例,探索现实世界中的强化学习。*,本书介绍如何使用T
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Product Details 基本信息 ISBN-13 书号 9783030766382 Author 作者 Praveen Kumar Malik Format 版本 平装-胶订 Pages Number 页数 424页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2023-02-04 Product Dimensions 商品尺寸 9.21 x 6.14 x 0.90 Shipping Weight 商品重量 1.35 Language 语种 其它(含多语) Book Contents 内容简介 This book presents the latest techniques for the design of antenna, focusing specifically on the microstrip antenna. The authors discuss antenna structure, defected ground, MIMO, and fractal design. The book provides the design of microstrip antenna in terms of latest applications and uses in areas like IoT and device-to-device communication. The book also provides the current methods and techniques used for the enhancement of the performance parameters of the microstrip antenna. Chapters enhance the knowledge and skills of students and researc
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