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The techniques discussed in these pages cover the underlying development of a wide array of published titles, including The Survivalists, Wheelman, Plants vs. Zombies: Battle for Neighborville, Dead Space, Zombie Army 4, Evil Genius 2, Sniper Elite 5, Sonic & All‐Stars Racing Transformed, DiRT: Showdown, and more.
Contained within this volume are overviews and insights covering a host of different areas within game AI, including generalised planners, player imitation, awareness, dynamic behaviour trees, decision‐making architectures, agent learning for automated playthroughs, utility systems, machine learning for cinematography, directed acyclic graphs, environment steering, difficulty scenarios, environmental cues through voxels, automated testing approaches, dumbing down your AI, synchronized path following, and much more.
Beginners to the area of game AI, along with professional developers, will find a wealth of knowledge that will not only help in the development of your own games but also spark ideas for new approaches.
This volume includes chapters written by Nuno Vicente Barreto, Steve Bilton, Andy Brown, Dr Allan Bruce, Richard Bull, Phil Carlisle, Sarah Cook, Michele Condò, Steven Dalton, Rodolfo Fava, Jonas Gillberg, Dominik Gotojuch, Dale Green, Tobias Karlsson, Jonathan Keslake, Fernando Penousal Machado, Ivan Mateev, Dr Nic Melder, Dr Bram Ridder, Paul Roberts, Licínio Roque, and Andrea Schiel.
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Paul Roberts is the technical director of the independent game studio Grinning Cat. Prior to this he worked in a variety of Principal / Lead AI Programmer roles for a range of studios in the UK including Sumo Digital, Team17, Traveller’s Tales, Activision, and some smaller indie studios. For several years Paul also led the Games Programming department at Staffordshire University, where he taught Game AI and programming principles. He has a Master’s degree in Computer Science with Artificial Intelligence, which focused on pathfinding, the development of the DRS algorithm and ways to test the believability of generated paths. Paul has written a number of books, some fiction, others academic, the latest of which is ‘Artificial Intelligence in Games’ published by CRC Press in 2022 and is also the editor for this Game AI Uncovered series.
