Neural Networks in Unity : C# Programming for Windows 10 /: C# Programming for Windows 10. ([2018])

• Record Type: Book
• Further Information: Note: Abhishek Nandy, Manisha Biswas.
• Authors: Nandy, Abhishek; Biswas, Manisha
• Contents: Intro; Table of Contents; About the Authors; About the Technical Reviewer; Introduction; Chapter 1: Neural Network Basics; Introducing Neural Networks; Digging Deeper into Neural Networks; Perceptron; Activation Function and Its Different Types; Identity Function; Binary Step Function; Logistic or Sigmoid; Tan H Function; Arctan Function; Rectified Linear Unit; Leaky ReLU; Softmax Function; Biases and Weights; Neural Network from Scratch; Backpropagation; Summary; Chapter 2: Unity ML-Agents; Unity IDE; Getting Started with Machine Learning Agents; Let's Start with TensorFlow Understanding AnacondaWhat Is the NVDIA CUDA Toolkit?; GPU-Accelerated TensorFlow; Building a Project in Unity; Internal Operations for Machine Learning; Training Anaconda in Python Mode; Working with Jupyter Notebook; Proximity Policy Optimization; Summary; Chapter 3: Machine Learning Agents and Neural Network in Unity; Extending the Unity ML-Agents with Further Examples; Crawler Project; Testing the Simulation; Neural Network with Unity C#; Creating DataStructures; Experimenting with the Spider Asset; Summary; Chapter 4: Backpropagation in Unity C#; Going Further into Backpropagation Backpropogation in Unity C#Constructing Data Structures; Feed Forwarding and Initializing Weights; Testing of Backpropagation Neural Network; Summary; Chapter 5: Data Visualization in Unity; Machine Learning Data Visualization in Unity; Data Parsing; Working with Datasets; Another Example; Summary; Index
• Publisher Details: California : Apress
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource
• Subjects: 006.3/2; Computer science; Neural networks (Computer science) -- Computer programs; C# (Computer program language); COMPUTERS / General; C# (Computer program language); Computers -- Programming -- Microsoft Programming; Microsoft programming; Computer games—Programming; Microsoft software; Microsoft .NET Framework; Computers -- Programming -- Games; Games development & programming; Electronic books
• Languages: English
• ISBNs: 9781484236734; 1484236734
• Related ISBNs: 9781484236727; 1484236726
• Notes: Note: Online resource; title from PDF title page (EBSCO, viewed July 18, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.