Deep Reinforcement Learning in Unity

Zum E-Shop  
39,99 €

Verfügbar auf Lager


Gain an in-depth overview of reinforcement learning for autonomous agents in game development with Unity. This book starts with an introduction to state-based reinforcement learning algorithms involving Markov models, Bellman equations, and writing custom C# code with the aim of contrasting value and policy-based functions in reinforcement learning. Then, you will move on to path finding and navigation meshes in Unity, setting up the ML Agents Toolkit (including how to install and set up ML agents from the GitHub repository), and installing fundamental machine learning libraries and frameworks (such as Tensorflow). You will learn about: deep learning and work through an introduction to Tensorflow for writing neural networks (including perceptron, convolution, and LSTM networks), Q learning with Unity ML agents, and porting trained neural network models in Unity through the Python-C# API. You will also explore the OpenAI Gym Environment used throughout the book. Deep Reinforcement Learning in Unity provides a walk-through of the core fundamentals of deep reinforcement learning algorithms, especially variants of the value estimation, advantage, and policy gradient algorithms (including the differences between on and off policy algorithms in reinforcement learning). These core algorithms include actor critic, proximal policy, and deep deterministic policy gradients and its variants. And you will be able to write custom neural networks using the Tensorflow and Keras frameworks. Deep learning in games makes the agents learn how they can perform better and collect their rewards in adverse environments without user interference. The book provides a thorough overview of integrating ML Agents with Unity for deep reinforcement learning. What You Will Learn Understand how deep reinforcement learning works in games Grasp the fundamentals of deep reinforcement learning Integrate these fundamentals with the Unity ML Toolkit SDK Gain insights into practical neural networks for training Agent Brain in the context of Unity ML Agents Create different models and perform hyper-parameter tuning Understand the Brain-Academy architecture in Unity ML Agents Understand the Python-C# API interface during real-time training of neural networks Grasp the fundamentals of generic neural networks and their variants using Tensorflow Create simulations and visualize agents playing games in Unity Who This Book Is For Readers with preliminary programming and game development experience in Unity, and those with experience in Python and a general idea of machine learning

EAN: 9781484265031

Mehr Informationen

Parameter

Versand- und Zahlungsmöglichkeiten

Ich habe eine Frage zum Produkt

Kundenbewertungen

In den Einkaufswagen legen

Verwandte Produkte

Deep Reinforcement Learning in Unity
53,49 €

Deep Reinforcement Learning in Unity

Apress.

Gain an in-depth overview of reinforcement learning for autonomous agents in game development with Unity. This book starts with an introduction to state-based reinforcement learning algorithms involving Markov models, Bellman equations, and writing custom C# code with the aim of contrasting value

EAN: 9781484265024

5G Mobile Core Network
26,99 €

5G Mobile Core Network

Apress.

Get up to speed on 5G and prepare for the roll out of the next generation of mobile technology. The book begins with an introduction to 5G and the advanced features of 5G networks, where you’ll see what makes it bigger, better, and faster. You will learn 5G NSA and SA packet core design along

EAN: 9781484264737

5G Mobile Core Network
37,44 €

5G Mobile Core Network

Apress.

Get up to speed on 5G and prepare for the roll out of the next generation of mobile technology. The book begins with an introduction to 5G and the advanced features of 5G networks, where you’ll see what makes it bigger, better, and faster. You will learn 5G NSA and SA packet core design along

EAN: 9781484264720

Migrating a Two-Tier Application to Azure
37,44 €

Migrating a Two-Tier Application to Azure

Apress.

Understand and build a proof of concept by migrating a multi-tiered.NET Core web application to the Azure public cloud, leveraging different Azure Infrastructure as a Service (IAAS), Azure Platform as a Service (PaaS), and Azure Container offerings. These include Azure Container Instance (ACI),

EAN: 9781484264362

Migrating a Two-Tier Application to Azure
26,99 €

Migrating a Two-Tier Application to Azure

Apress.

Understand and build a proof of concept by migrating a multi-tiered.NET Core web application to the Azure public cloud, leveraging different Azure Infrastructure as a Service (IAAS), Azure Platform as a Service (PaaS), and Azure Container offerings. These include Azure Container Instance (ACI),

EAN: 9781484264379

A Python Data Analyst’s Toolkit
40,65 €

A Python Data Analyst’s Toolkit

Apress.

Explore the fundamentals of data analysis, and statistics with case studies using Python. This book will show you how to confidently write code in Python, and use various Python libraries and functions for analyzing any dataset. The code is presented in Jupyter notebooks that can further be adapted

EAN: 9781484263983

A Python Data Analyst’s Toolkit
29,99 €

A Python Data Analyst’s Toolkit

Apress.

Explore the fundamentals of data analysis, and statistics with case studies using Python. This book will show you how to confidently write code in Python, and use various Python libraries and functions for analyzing any dataset. The code is presented in Jupyter notebooks that can further be adapted

EAN: 9781484263990

Practical TensorFlow.js
26,99 €

Practical TensorFlow.js

Apress.

Develop and deploy deep learning web apps using the TensorFlow.js library. TensorFlow. js is part of a bigger framework named TensorFlow, which has many tools that supplement it, such as TensorBoard, ml5js, tfjs-vis. This book will cover all these technologies and show they integrate with

EAN: 9781484262733

Demystifying Azure AI
26,99 €

Demystifying Azure AI

Apress.

Explore artificial intelligence offerings by Microsoft Azure, along with its other services. This book will help you implement AI features in various Azure services to help build your organization and customers. The book starts by introducing you to the Azure Cognitive Search service to create and

EAN: 9781484262191

Practical TensorFlow.js
37,44 €

Practical TensorFlow.js

Apress.

Develop and deploy deep learning web apps using the TensorFlow.js library. TensorFlow. js is part of a bigger framework named TensorFlow, which has many tools that supplement it, such as TensorBoard, ml5js, tfjs-vis. This book will cover all these technologies and show they integrate with

EAN: 9781484262726

Demystifying Azure AI
35,30 €

Demystifying Azure AI

Apress.

Explore artificial intelligence offerings by Microsoft Azure, along with its other services. This book will help you implement AI features in various Azure services to help build your organization and customers. The book starts by introducing you to the Azure Cognitive Search service to create and

EAN: 9781484262184

Data Teams
26,99 €

Data Teams

Apress.

Learn how to run successful big data projects, how to resource your teams, and how the teams should work with each other to be cost effective. This book introduces the three teams necessary for successful projects, and what each team does. Most organizations fail with big data projects and the

EAN: 9781484262283

Data Teams
37,44 €

Data Teams

Apress.

Learn how to run successful big data projects, how to resource your teams, and how the teams should work with each other to be cost effective. This book introduces the three teams necessary for successful projects, and what each team does. Most organizations fail with big data projects and the

EAN: 9781484262276

Self-Service AI with Power BI Desktop
26,99 €

Self-Service AI with Power BI Desktop

Apress.

This book explains how you can enrich the data you have loaded into Power BI Desktop by accessing a suite of Artificial Intelligence (AI) features. These AI features are built into Power BI Desktop and help you to gain new insights from existing data. Some of the features are automated and are

EAN: 9781484262313

Self-Service AI with Power BI Desktop
37,44 €

Self-Service AI with Power BI Desktop

Apress.

This book explains how you can enrich the data you have loaded into Power BI Desktop by accessing a suite of Artificial Intelligence (AI) features. These AI features are built into Power BI Desktop and help you to gain new insights from existing data. Some of the features are automated and are

EAN: 9781484262306

CompTIA Security+ Certification Study Guide
26,99 €

CompTIA Security+ Certification Study Guide

Apress.

Prepare for the CompTIA Security+ certification exam that covers the skills required to perform core security functions and pursue a career in IT. You will learn the basic principles of network security. Computer network vulnerabilities and threats are covered and you will learn how to safeguard

EAN: 9781484262344

Introducing Deno
29,95 €

Introducing Deno

Apress.

Learn everything there is to know about the new secure runtime for JavaScript: Deno. A proposed replacement for Node.js envisioned and created by the same developer who wrote the first version of Node, Deno is a simple, modern and secure runtime for JavaScript and TypeScript that uses V8 and is

EAN: 9781484261965

CompTIA Security+ Certification Study Guide
37,44 €

CompTIA Security+ Certification Study Guide

Apress.

Prepare for the CompTIA Security+ certification exam that covers the skills required to perform core security functions and pursue a career in IT. You will learn the basic principles of network security. Computer network vulnerabilities and threats are covered and you will learn how to safeguard

EAN: 9781484262337

Introducing Deno
22,99 €

Introducing Deno

Apress.

Learn everything there is to know about the new secure runtime for JavaScript: Deno. A proposed replacement for Node.js envisioned and created by the same developer who wrote the first version of Node, Deno is a simple, modern and secure runtime for JavaScript and TypeScript that uses V8 and is

EAN: 9781484261972

Firewalls Don't Stop Dragons
40,65 €

Firewalls Don't Stop Dragons

Apress.

Rely on this practical, end-to-end guide on cyber safety and privacy written expressly for a non-technical audience. You will have just what you need to protect yourself—step by step, without judgment, and with as little jargon as possible. Just how secure is your computer right now? You probably

EAN: 9781484261880

Firewalls Don't Stop Dragons
29,99 €

Firewalls Don't Stop Dragons

Apress.

Rely on this practical, end-to-end guide on cyber safety and privacy written expressly for a non-technical audience. You will have just what you need to protect yourself—step by step, without judgment, and with as little jargon as possible. Just how secure is your computer right now? You probably

EAN: 9781484261897

Disruption in the Boardroom
32,09 €

Disruption in the Boardroom

Apress.

No boardroom in any industry is safe from new market threats in this time of rapid technological growth. We’ve all heard the stories of corruption by CEOs at WeWork and Theranos and witnessed whistleblowers revealing crises at Wells Fargo and Uber. The board’s responsibility in this time shifts

EAN: 9781484261583

Disruption in the Boardroom
24,99 €

Disruption in the Boardroom

Apress.

No boardroom in any industry is safe from new market threats in this time of rapid technological growth. We’ve all heard the stories of corruption by CEOs at WeWork and Theranos and witnessed whistleblowers revealing crises at Wells Fargo and Uber. The board’s responsibility in this time shifts

EAN: 9781484261590

Implementing Effective Code Reviews
26,99 €

Implementing Effective Code Reviews

Apress.

The ideal code review process differs from organization to organization, but the needs all boil down to the same foundational factors. A software development team cannot properly grow if its code reviews are not consistent, straightforward, and aspire to hit several company goals at once, such as

EAN: 9781484261620

Implementing Effective Code Reviews
37,44 €

Implementing Effective Code Reviews

Apress.

The ideal code review process differs from organization to organization, but the needs all boil down to the same foundational factors. A software development team cannot properly grow if its code reviews are not consistent, straightforward, and aspire to hit several company goals at once, such as

EAN: 9781484261613

Design Thinking in Software and AI Projects
22,99 €

Design Thinking in Software and AI Projects

Apress.

Learn the fundamentals of Design Thinking and how to apply Design Thinking techniques in defining software development and AI solutions. Design Thinking is an approach to innovation which identifies problems and generates solution ideas that can be rapidly proven through prototyping. This book

EAN: 9781484261538

Design Thinking in Software and AI Projects
29,95 €

Design Thinking in Software and AI Projects

Apress.

Learn the fundamentals of Design Thinking and how to apply Design Thinking techniques in defining software development and AI solutions. Design Thinking is an approach to innovation which identifies problems and generates solution ideas that can be rapidly proven through prototyping. This book

EAN: 9781484261521

Spring Quick Reference Guide
24,99 €

Spring Quick Reference Guide

Apress.

Quickly gain the insight necessary to address a multitude of Java-based Spring Framework and Spring Boot coding challenges using this succinct reference guide. Short, focused code examples will help you master many of the Spring elements such as AOP, data access, MVC for web development, security,

EAN: 9781484261446

Practical Test Automation
29,99 €

Practical Test Automation

Apress.

Learn the principles behind test-driven development (TDD) and behavior-driven development (BDD) and see how Jasmine, RSpec and Cucumber can be used to your advantage. This book examines some of the leading technologies used for testing. You'll see how to use Jasmine’s features to work with a

EAN: 9781484261415

Spring Quick Reference Guide
32,09 €

Spring Quick Reference Guide

Apress.

Quickly gain the insight necessary to address a multitude of Java-based Spring Framework and Spring Boot coding challenges using this succinct reference guide. Short, focused code examples will help you master many of the Spring elements such as AOP, data access, MVC for web development, security,

EAN: 9781484261439

Practical Test Automation
40,65 €

Practical Test Automation

Apress.

Learn the principles behind test-driven development (TDD) and behavior-driven development (BDD) and see how Jasmine, RSpec and Cucumber can be used to your advantage. This book examines some of the leading technologies used for testing. You'll see how to use Jasmine’s features to work with a

EAN: 9781484261408

Decoding Blockchain for Business
32,09 €

Decoding Blockchain for Business

Apress.

Business professionals looking to understand the impact, future, and limitations of blockchain need look no further. This revolutionary technology has impacted business and the economy in unprecedented ways within the past decade, and it is only continuing to grow. As a leader in your organization,

EAN: 9781484261361

Practical Numerical C Programming
29,99 €

Practical Numerical C Programming

Apress.

Master the C code appropriate for numerical methods and computational modeling, including syntax, loops, subroutines, and files. Then, this hands-on book dives into financial applications using regression models, product moment correlation coefficients, and asset pricing. Next, Practical Numerical

EAN: 9781484261286

Decoding Blockchain for Business
24,99 €

Decoding Blockchain for Business

Apress.

Business professionals looking to understand the impact, future, and limitations of blockchain need look no further. This revolutionary technology has impacted business and the economy in unprecedented ways within the past decade, and it is only continuing to grow. As a leader in your organization,

EAN: 9781484261378

Beginning Android Games Development
26,99 €

Beginning Android Games Development

Apress.

Do you have an awesome idea for the next break-through mobile gaming title? This updated edition will help you kick-start your project as it guides you through the process of creating several example game apps using APIs available in Android. You will learn the basics needed to join the ranks of

EAN: 9781484261217

Practical Numerical C Programming
40,65 €

Practical Numerical C Programming

Apress.

Master the C code appropriate for numerical methods and computational modeling, including syntax, loops, subroutines, and files. Then, this hands-on book dives into financial applications using regression models, product moment correlation coefficients, and asset pricing. Next, Practical Numerical

EAN: 9781484261279

Beginning Android Games Development
37,44 €

Beginning Android Games Development

Apress.

Do you have an awesome idea for the next break-through mobile gaming title? This updated edition will help you kick-start your project as it guides you through the process of creating several example game apps using APIs available in Android. You will learn the basics needed to join the ranks of

EAN: 9781484261200

Microservices in SAP HANA XSA
24,99 €

Microservices in SAP HANA XSA

Apress.

Build enterprise-grade microservices in the SAP HANA Advanced Model (XSA). This book explains building scalable APIs in XSA and the benefits of building microservices with SAP HANA XSA. This book covers the cloud foundry (CF) architecture and how SAP HANA XSA follows the model. It begins with the

EAN: 9781484261187

Microservices in SAP HANA XSA
32,09 €

Microservices in SAP HANA XSA

Apress.

Build enterprise-grade microservices in the SAP HANA Advanced Model (XSA). This book explains building scalable APIs in XSA and the benefits of building microservices with SAP HANA XSA. This book covers the cloud foundry (CF) architecture and how SAP HANA XSA follows the model. It begins with the

EAN: 9781484261170

Delphi Quick Syntax Reference
24,99 €

Delphi Quick Syntax Reference

Apress.

The Delphi Quick Syntax Reference is a succinct code and syntax reference guide to Delphi. It presents the fundamental knowledge to get newcomers started with the language and provides a refresher to seasoned or returning Delphi developers. It covers all the new features added by Embarcadero during

EAN: 9781484261125

The Chief Data Officer Management Handbook
24,99 €

The Chief Data Officer Management Handbook

Apress.

There is no denying that the 21st century is data driven, with many digital industries relying on careful collection and analysis of mass volumes of information. A Chief Data Officer (CDO) at a company is the leader of this process, making the position an often daunting one. The Chief Data Officer

EAN: 9781484261156

The Chief Data Officer Management Handbook
32,09 €

The Chief Data Officer Management Handbook

Apress.

There is no denying that the 21st century is data driven, with many digital industries relying on careful collection and analysis of mass volumes of information. A Chief Data Officer (CDO) at a company is the leader of this process, making the position an often daunting one. The Chief Data Officer

EAN: 9781484261149

Delphi Quick Syntax Reference
32,09 €

Delphi Quick Syntax Reference

Apress.

The Delphi Quick Syntax Reference is a succinct code and syntax reference guide to Delphi. It presents the fundamental knowledge to get newcomers started with the language and provides a refresher to seasoned or returning Delphi developers. It covers all the new features added by Embarcadero during

EAN: 9781484261118

Build Location Apps on iOS with Swift
37,44 €

Build Location Apps on iOS with Swift

Apress.

Work with Apple Maps, Google Maps, and Mapbox in iOS with Swift programming. Guided by practical examples, this book covers all three map frameworks to ensure you properly select which one best suits your iOS app's needs in working with iOS location. You'll see how Apple's privacy settings apply to

EAN: 9781484260821

Raku Fundamentals
24,99 €

Raku Fundamentals

Apress.

Gain the skills to begin developing Raku applications from the ground up in this hands-on compact book, which includes a foreword from Larry Wall, creator of Perl. You’ll learn enough to get started building with Raku, using Raku's gradual typing, handy object orientated features, powerful

EAN: 9781484261095

Raku Fundamentals
32,09 €

Raku Fundamentals

Apress.

Gain the skills to begin developing Raku applications from the ground up in this hands-on compact book, which includes a foreword from Larry Wall, creator of Perl. You’ll learn enough to get started building with Raku, using Raku's gradual typing, handy object orientated features, powerful

EAN: 9781484261088

Practical Hexo
37,44 €

Practical Hexo

Apress.

Leverage the power of Hexo to quickly produce static blog sites that are efficient and fast. This project-oriented book simplifies the process of setting up Hexo and manipulating content, using little more than a text editor and free software. It will equip you with a starting toolset that you can

EAN: 9781484260883

Practical Hexo
26,99 €

Practical Hexo

Apress.

Leverage the power of Hexo to quickly produce static blog sites that are efficient and fast. This project-oriented book simplifies the process of setting up Hexo and manipulating content, using little more than a text editor and free software. It will equip you with a starting toolset that you can

EAN: 9781484260890

Build Location Apps on iOS with Swift
26,99 €

Build Location Apps on iOS with Swift

Apress.

Work with Apple Maps, Google Maps, and Mapbox in iOS with Swift programming. Guided by practical examples, this book covers all three map frameworks to ensure you properly select which one best suits your iOS app's needs in working with iOS location. You'll see how Apple's privacy settings apply to

EAN: 9781484260838

GNU Octave by Example
24,99 €

GNU Octave by Example

Apress.

Get a quick start to learn, understand, and apply GNU Octave using a math- and programming-friendly approach. This book focuses on an end-to-end track to teach mathematical programming, data science, signal processing, and image processing with GNU Octave. GNU Octave by Example starts with an

EAN: 9781484260869

VR Integrated Heritage Recreation
26,99 €

VR Integrated Heritage Recreation

Apress.

Create assets for history-based games. This book covers the fundamental principles required to understand and create architectural visualizations of historical locations using digital tools. You will explore aspects of 3D design visualization and VR integration using industry-preferred software.

EAN: 9781484260777

GNU Octave by Example
32,09 €

GNU Octave by Example

Apress.

Get a quick start to learn, understand, and apply GNU Octave using a math- and programming-friendly approach. This book focuses on an end-to-end track to teach mathematical programming, data science, signal processing, and image processing with GNU Octave. GNU Octave by Example starts with an

EAN: 9781484260852

Pitch Perfect
22,99 €

Pitch Perfect

Apress.

You have a home-run startup idea and a whip-smart team to execute it. Everything should be in place to kick-start your company and secure funding. However, there is one more step that can make or break the entire deal: the pitch. Founders everywhere struggle to nail the perfect pitch to garner VC

EAN: 9781484260654

Build Your Own Car Dashboard with a Raspberry Pi
26,99 €

Build Your Own Car Dashboard with a Raspberry Pi

Apress.

Create your own car engine control unit (ECU) with a simple Raspberry PI while building the necessary skills to produce future more advanced projects. Once you've worked through the projects in this book, you'll have a smart car and the coding knowledge needed to develop advanced hardware and

EAN: 9781484260807

Build Your Own Car Dashboard with a Raspberry Pi
37,44 €

Build Your Own Car Dashboard with a Raspberry Pi

Apress.

Create your own car engine control unit (ECU) with a simple Raspberry PI while building the necessary skills to produce future more advanced projects. Once you've worked through the projects in this book, you'll have a smart car and the coding knowledge needed to develop advanced hardware and

EAN: 9781484260791

Letters to a New Developer
35,30 €

Letters to a New Developer

Apress.

Learn what you need to succeed as a developer beyond the code. The lessons in this book will supercharge your career by sharing lessons and mistakes from real developers. Wouldn’t it be nice to learn from others’ career mistakes? “Soft” skills are crucial to success, but are haphazardly

EAN: 9781484260739

Letters to a New Developer
26,99 €

Letters to a New Developer

Apress.

Learn what you need to succeed as a developer beyond the code. The lessons in this book will supercharge your career by sharing lessons and mistakes from real developers. Wouldn’t it be nice to learn from others’ career mistakes? “Soft” skills are crucial to success, but are haphazardly

EAN: 9781484260746

VR Integrated Heritage Recreation
37,44 €

VR Integrated Heritage Recreation

Apress.

Create assets for history-based games. This book covers the fundamental principles required to understand and create architectural visualizations of historical locations using digital tools. You will explore aspects of 3D design visualization and VR integration using industry-preferred software.

EAN: 9781484260760

Encryption for Organizations and Individuals
26,99 €

Encryption for Organizations and Individuals

Apress.

Cryptography and encryption aren't just for geeks and spies—they’re also part of our daily lives. This book enlightens you with the basics of digital cryptography and covers the must-do practices organizations need to implement when it comes to fending off data theft and eavesdroppers. You will

EAN: 9781484260562

Practical Bootstrap
29,99 €

Practical Bootstrap

Apress.

Learn to use one of the most popular CSS frameworks and build mobile-friendly web pages. Used for numerous websites and applications, Bootstrap is a key tool for modern web development. You will explore the grid system and then be introduced to the power of Bootstrap in practical projects. You’ll

EAN: 9781484260715