Unity 2018 Artificial Intelligence Cookbook by Palacios, Jorge -- Read -- Imperial Library of Trantor

Index

Title Page Copyright and Credits

Unity 2018 Artificial Intelligence Cookbook Second Edition

Dedication Packt Upsell

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Contributors

About the author About the reviewer Packt is searching for authors like you

Preface

Who this book is for What this book covers To get the most out of this book

Download the example code files Download the color images Conventions used

Sections

Getting ready How to do it… How it works… There's more… See also

Get in touch

Reviews

Behaviors - Intelligent Movement

Introduction Creating the behaviors template

Getting ready How to do it... How it works... There's more... See also

Pursuing and evading

Getting ready How to do it... How it works...

Adjusting the agent for physics

Getting ready How to do it... How it works... See also

Arriving and leaving

Getting ready How to do it... How it works...

Facing objects

Getting ready How to do it... How it works...

Wandering around

Getting ready How to do it... How it works...

Following a path

Getting ready How to do it... How it works... There's more...

Avoiding agents

Getting ready How to do it... How it works... There's more...

Avoiding walls

Getting ready How to do it... How it works... There's more... See also

Blending behaviors by weight

Getting ready How to do it... How it works... There's more... See also

Blending behaviors by priority

Getting ready How to do it... How it works... There's more... See also

Shooting a projectile

Getting ready How to do it... How it works... There's more... See also

Predicting a projectile's landing spot

Getting ready How to do it... How it works... There's more...

Targeting a projectile

Getting ready How to do it... How it works... There's more...

Creating a jump system

Getting ready How to do it... How it works...

Navigation

Introduction Representing the world with grids

Getting ready How to do it... How it works... There's more... See also

Representing the world with points of visibility

Getting ready How to do it... How it works... There's more...

Representing the world with a self-made navigation mesh

Getting ready How to do it... How it works...

Finding your way out of a maze with DFS

Getting ready How to do it... How it works... There's more...

Finding the shortest path in a grid with BFS

Getting ready How to do it... How it works... There's more...

Finding the shortest path with Dijkstra

Getting ready How to do it... How it works... There's more...

Finding the best-promising path with A*

Getting ready How to do it... How it works... There's more... See also

Improving A* for memory – IDA*

Getting ready How to do it... How it works... There's more...

Planning navigation in several frames – time-sliced search

Getting ready How to do it... How it works... See also

Smoothing a path

Getting ready How to do it... How it works...

Decision Making

Introduction Choosing through a decision tree

Getting ready How to do it... How it works... There's more...

Implementing a finite-state machine

Getting ready How to do it... How it works... There's more...

Improving FSMs: hierarchical finite-state machines

Getting ready How to do it... How it works... See also

Implementing behavior trees

Getting ready How to do it... How it works... See also

Working with fuzzy logic

Getting ready How to do it... How it works... There's more... See also

Making decisions with goal-oriented behaviors

Getting ready How to do it... How it works...

Implementing a blackboard architecture

Getting ready How to do it... How it works... There's more...

Experimenting with Unity's animation state machine

Getting ready How to do it... How it works... There's more...

The New NavMesh API

Introduction Setting up the NavMesh building components

Getting ready How to do it... How it works... There's more... See also

Creating and managing NavMesh for multiple types of agents

Getting ready How to do it... How it works... There's more...

Creating and updating NavMesh data at runtime

Getting ready How to do it... How it works...

Controlling the lifetime of the NavMesh instance

Getting started How to do it... How it works... There's more...

Connecting multiple instances of NavMesh

Getting ready How to do it... How it works... There's more...

Creating dynamic NavMeshes with obstacles

Getting ready How to do it... How it works... There's more... See also

Implementing some behaviors using the NavMesh API

Getting ready How to do it... How it works... There's more...

Coordination and Tactics

Introduction Handling formations

Getting ready How to do it... How it works... There's more... See also

Extending A* for coordination – A*mbush

Getting ready How to do it... How it works... There's more...

Analyzing waypoints by height

Getting ready How to do it... How it works...

Analyzing waypoints by cover and visibility

Getting ready How to do it... How it works...

Creating waypoints automatically

Getting ready How to do it... How it works... There's more... See also

Exemplifying waypoints for decision making

Getting ready How to do it... How it works... See also

Implementing influence maps

Getting ready How to do it... How it works... There's more... See also

Improving influence with map flooding

Getting ready How to do it... How it works... See also

Improving influence with convolution filters

Getting ready How to do it... How it works... There's more... See also

Building a fighting circle

Getting ready How to do it... How it works... There's more... See also

Agent Awareness

Introduction The seeing function using a collider-based system

Getting ready How to do it... How it works...

The hearing function using a collider-based system

Getting ready How to do it... How it works... There's more...

The smelling function using a collider-based system

Getting ready How to do it... How it works... There's more...

The seeing function using a graph-based system

Getting ready How to do it... How it works...

The hearing function using a graph-based system

Getting ready How to do it... How it works... There's more... See also

The smelling function using a graph-based system

Getting ready How to do it... How it works... See also

Creating awareness in a stealth game

Getting ready How to do it... How it works... There's more... See also

Board Games and Applied Search AI

Introduction Working with the game-tree class

Getting ready... How to do it... How it works... See also

Implementing Minimax

Getting ready... How to do it... How it works... See also

Implementing Negamax

Getting ready... How to do it... How it works... There's more... See also

Implementing AB Negamax

Getting ready... How to do it... How it works... See also

Implementing NegaScout

Getting ready... How to do it... How it works... See also

Implementing a Tic-Tac-Toe rival

Getting ready... How to do it... How it works... There's more... See also

Implementing a Checkers rival

Getting ready... How to do it... How it works... There's more...

Implementing Rock-Paper-Scissors AI with UCB1

Getting ready... How to do it... How it works... There's more... See also

Implementing regret matching

Getting ready... How to do it... How it works... There's more... See also

Learning Techniques

Introduction Predicting actions with an N-Gram predictor

Getting ready... How to do it... How it works... There's more...

Improving the predictor – Hierarchical N-Gram

Getting ready... How to do it... How it works...

Learning to use Naïve Bayes classifier

Getting ready... How to do it... How it works...

Implementing reinforcement learning

Getting ready... How to do it... How it works...

Implementing artificial neural networks

Getting ready... How to do it... How it works...

Procedural Content Generation

Introduction Creating mazes with Depth-First Search

Getting ready How to do it... How it works...

Implementing the constructive algorithm for dungeons and islands

Getting ready How to do it... How it works... There's more... See also

Generating landscapes

Getting ready How to do it... How it works...

Using N-Grams for content generation

Getting ready How to do it... How it works... There's more... See also

Generating enemies with the evolutionary algorithm

Getting ready How to do it... How it works... There's more... See also

Miscellaneous

Introduction Creating and managing Scriptable Objects

Getting ready How to do it... How it works... There's more... See also

Handling random numbers better

Getting ready How to do it... There's more... See also

Building an air-hockey rival

Getting ready How to do it... How it works... See also

Implementing an architecture for racing games

Getting ready How to do it... How it works...

Managing race difficulty using a rubber-band system

Getting ready How to do it... How it works...

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