Unity 2018 Artificial Intelligence Cookbook - Second Edition
Interactive and engaging games come with intelligent enemies, and this intellectual behavior is combined with a variety of techniques collectively referred to as Artificial Intelligence. Exploring Unity's API, or its built-in features, allows limitless possibilities when it comes to creating your game's worlds and characters. This cookbook covers both essential and niche techniques to help you take your AI programming to the next level.
To start with, you’ll quickly run through the essential building blocks of working with an agent, programming movement, and navigation in a game environment, followed by improving your agent's decision-making and coordination mechanisms – all through hands-on examples using easily customizable techniques. You’ll then discover how to emulate the vision and hearing capabilities of your agent for natural and humanlike AI behavior, and later improve the agents with the help of graphs. This book also covers the new navigational mesh with improved AI and pathfinding tools introduced in the Unity 2018 update. You’ll empower your AI with decision-making functions by programming simple board games, such as tic-tac-toe and checkers, and orchestrate agent coordination to get your AIs working together as one.
By the end of this book, you’ll have gained expertise in AI programming and developed creative and interactive games.
|Course Length||10 hours 1 minutes|
|Date Of Publication||27 Aug 2018|
|Representing the world with grids|
|Representing the world with points of visibility|
|Representing the world with a self-made navigation mesh|
|Finding your way out of a maze with DFS|
|Finding the shortest path in a grid with BFS|
|Finding the shortest path with Dijkstra|
|Finding the best-promising path with A*|
|Improving A* for memory – IDA*|
|Planning navigation in several frames – time-sliced search|
|Smoothing a path|