下载 >  人工智能 >  机器学习 > [PDF] Reinforcement Learning With Open AI, TensorFlow and Keras Using Python

[PDF] Reinforcement Learning With Open AI, TensorFlow and Keras Using Python 评分:

英文版PDF, 2018出版 Master 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 re inforcement learning and see the concepts tha t build up the reinforcement learning process. Reinforcement Learning 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. The 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. What You'll Learn Absorb the core concepts of the reinforcement learning process Use advanced topics of deep learning and AI Work with Open AI Gym, Open AI, and Python Harness reinforcement learning with TensorFlow and Keras using Python Who This Book Is For Data scientists, machine learning and deep learning professionals, developers who want to adapt and learn reinforcement learning. Table of Contents Chapter 1: Reinforcement Learning Basics Chapter 2: RL Theory and Algorithms Chapter 3: OpenAI Basics Chapter 4: Applying Python to Reinforcement Learning Chapter 5: Reinforcement Learning with Keras, TensorFlow, and ChainerRL Chapter 6: Google’s DeepMind and the Future of Reinforcement Learning
...展开详情收缩
2018-01-20 上传大小:10.99MB
想读
分享
收藏 举报
Reinforcement Learning With Open AI, TensorFlow and Keras Using Python epub

Reinforcement Learning With Open AI, TensorFlow and Keras Using Python 英文epub 本资源转载自网络,如有侵权,请联系上传者或csdn删除 查看此书详细信息请在美国亚马逊官网搜索此书

立即下载
【强化学习实战】基于gym和tensorflow的强化学习算法实现
Python强化学习实战:应用OpenAI Gym和TensorFlow精通强化学习和深度强化学习(英文版)

强化学习是一种重要的机器学习方法,在智能体及分析预测等领域有许多应用。本书共13章,主要包括强化学习的各种要素,即智能体、环境、策略和模型以及相应平台和库;Anaconda、Docker、OpenAIGym、Universe和TensorFlow等安装配置;马尔可夫链和马尔可夫过程及其与强化学习问题建模之间的关系,动态规划的基本概念;蒙特卡罗方法以及不同类型的蒙特卡罗预测和控制方法;时间差分学习、预测、离线/在线策略控制等;多臂赌博机问题以及相关的各种探索策略方法;深度学习的各种基本概念和RNN、LSTM、CNN等神经网络;深度强化学习算法DQN,以及双DQN和对抗网络体系结构等改进架构;DR

立即下载
深度强化学习实战:Tensorflow实现DDPG - PaperWeekly 第48期
Win10环境下使用WSL安装OpenAI/gym +TensorFlow用强化学习DQN打砖块(Breakout Game)
Ubuntu16.04LTS下搭建强化学习环境gym、tensorflow
Reinforcement Learning With Open AI, TensorFlow and Keras Using Python 强化学习原版书籍

Apress Reinforcement Learning With Open AI Tensor 强化学习原版书籍, 作者:Abhishek Nandy Manisha Biswas

立即下载
基于OpenAI Gym学习强化学习
Python 深度学习实战:75个有关神经网络建模、强化学习与迁移学习的解决方案
Reinforcement Learning With Open AI, TensorFlow and Keras Using Python

Reinforcement Learning With Open AI, TensorFlow and Keras Using Python

立即下载
Reinforcement Learning with Tensorflow(conv)

强化学习英文书籍,包括:Reinforcement Learning with Tensorflow(conv)与Reinforcement Learning_ With Open AI, TensorFlow and Keras Using Python - Biswas,Nandy 两本

立即下载
Reinforcement Learning with Tensorflow 无水印转化版pdf

Reinforcement Learning with Tensorflow 英文无水印转化版pdf pdf所有页面使用FoxitReader、PDF-XChangeViewer、SumatraPDF和Firefox测试都可以打开 本资源转载自网络,如有侵权,请联系上传者或csdn删除 查看此书详细信息请在美国亚马逊官网搜索此书

立即下载
Reinforcement Learning With Open A TensorFlow and Keras Using Python.pdf

Reinforcement Learning With Open A TensorFlow and Keras Using Python, 利用python进行增强学习的书籍,是目前最新的

立即下载
With Open AI, TensorFlow and Keras Using Python

With Open AI, TensorFlow and Keras Using Python

立即下载
keras reinforcement learning ( 强化学习 keras )

《keras 强化学习 》 英文原版 keras和强化学习知识的关键知识

立即下载
Keras Reinforcement Learning Projects

A practical guide to mastering reinforcement learning algorithms using Keras Reinforcement learning has evolved a lot in the last couple of years and proven to be a successful technique in building smart and intelligent AI networks. Keras Reinforcement Learning Projects installs human-level performa

立即下载
Reinforcement learning合集

this file contains:Advanced Deep Learning with Keras_ Apply deep learning techniques, autoencoders, GANs, variational autoencoders, deep reinforcement learning, policy gradients, and more (2018, Packt Publishing.pdf Deep Reinforcement Learning for Wireless Networks (2019, Springer International

立即下载
Reinforcement Learning With Open AI TensorFlow and.Keras Using Python

Reinforcement Learning With Open AI TensorFlow and.Keras Using Python

立即下载
Deep Reinforcement Learning Hands-On pdf

This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems. Key Features Explore deep reinforcement learning (RL), from the first principles to the latest algorithms Evaluate high-profile RL methods, including value iteration, deep Q-networks, polic

立即下载
Deep Learning With PythonDevelop Deep Learning Models onTheano and Tensorflow UsingKeras

Deep learning is a fascinating field. Artificial neural networks have been around for a long time, but something special has happened in recent years. The mixture of new faster hardware, new techniques and highly optimized open source libraries allow very large networks to be created with frightening

立即下载
img

spring mvc+mybatis+mysql+maven+bootstrap 整合实现增删查改简单实例.zip

资源所需积分/C币 当前拥有积分 当前拥有C币
5 0 0
点击完成任务获取下载码
输入下载码
为了良好体验,不建议使用迅雷下载
img

[PDF] Reinforcement Learning With Open AI, TensorFlow and Keras Using Python

会员到期时间: 剩余下载个数: 剩余C币: 剩余积分:0
为了良好体验,不建议使用迅雷下载
VIP下载
您今日下载次数已达上限(为了良好下载体验及使用,每位用户24小时之内最多可下载20个资源)

积分不足!

资源所需积分/C币 当前拥有积分
您可以选择
开通VIP
4000万
程序员的必选
600万
绿色安全资源
现在开通
立省522元
或者
购买C币兑换积分 C币抽奖
img

资源所需积分/C币 当前拥有积分 当前拥有C币
5 4 45
为了良好体验,不建议使用迅雷下载
确认下载
img

资源所需积分/C币 当前拥有积分 当前拥有C币
5 0 0
为了良好体验,不建议使用迅雷下载
VIP和C币套餐优惠
img

资源所需积分/C币 当前拥有积分 当前拥有C币
5 4 45
您的积分不足,将扣除 10 C币
为了良好体验,不建议使用迅雷下载
确认下载
下载
您还未下载过该资源
无法举报自己的资源

兑换成功

你当前的下载分为234开始下载资源
你还不是VIP会员
开通VIP会员权限,免积分下载
立即开通

你下载资源过于频繁,请输入验证码

您因违反CSDN下载频道规则而被锁定帐户,如有疑问,请联络:webmaster@csdn.net!

举报

  • 举报人:
  • 被举报人:
  • *类型:
    • *投诉人姓名:
    • *投诉人联系方式:
    • *版权证明:
  • *详细原因: