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Unreal Engine 4 AI Programming Essentials

You're reading from   Unreal Engine 4 AI Programming Essentials Create responsive and intelligent game AI using Blueprints in Unreal Engine 4

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Product type Paperback
Published in Mar 2016
Publisher
ISBN-13 9781784393120
Length 188 pages
Edition 1st Edition
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Authors (2):
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Jie Feng Jie Feng
Author Profile Icon Jie Feng
Jie Feng
Peter Newton Peter Newton
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Peter Newton
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Table of Contents (11) Chapters Close

Preface 1. Introduction to Game AI 2. Creating Basic AI FREE CHAPTER 3. Adding Randomness and Probability 4. Introducing Movement 5. Giving AI Choices 6. How Does Our AI Sense? 7. More Advanced Movement 8. Creating Patrol, Chase, and Attack AI 9. What Have We Learned? Index

The A* algorithm

At the core of the Path Finding system is an algorithm that calculates the shortest navigable path between two points on NavMesh. Dijkstra's algorithm is named after the computer scientist Edsger Dijstkra, who originally created it in 1956 and later published it in 1959 to find the shortest paths between two points. There are a few path finding algorithms worth mentioning, but the most commonly used in gaming is a variant of Dijkstra's algorithm. The variant is called the A* algorithm. A* works by having a list of traversable points. Then, from the start position, we want to search for the shortest path in each available direction. We can determine this by heuristic values. These values will tell us how much it costs to traverse to the next point based on some predefined rules. In A*, we traverse from a point to another point to reduce the exploration cost. The big difference between the two algorithms is the fact in A* that you have a heuristic value, which affects...

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