AI and Games

Building the AI of F.E.A.R. with Goal Oriented Action Planning | AI 101 (2020x8)

: 02, 2020

In this episode of AI 101 we celebrate AI and Games reaching 100,000 subscribers as I return to the technique - and the game - where this channel began. A popular alternative to Behaviour Trees, Goal Oriented Action Planning (GOAP) was popularised by the AI of F.E.A.R. and has been used in numerous games since. But how does it work and where did it come from? We explore its origins and go into even more detail on its application within F.E.A.R. Chapters [00:00] Introduction [01:11] Automated Planning [05:26] Goal Oriented Action Planning [09:01] The AI of F.E.A.R. [15:50] Closing Some additional assets to check out if you're interested in GOAP and FEAR: Holistic 3D's video on GOAP https://www.youtube.com/watch?v=jUSrVF8mve4 Jeff Orkin's GOAP website when at MIT, including papers, presentations and other resources http://alumni.media.mit.edu/~jorkin/goap.html GOAP: 10 Years of AI Planning (GDC 2015) https://www.youtube.com/watch?v=gm7K68663rA Three States and a Plan: The AI of F.E.A.R., Jeff Orkin, 2006 http://alumni.media.mit.edu/~jorkin/gdc2006_orkin_jeff_fear.pdf Game AI Planning Analytics: The Case of Three First Person Shooters. Eric Jacopin, 2014. https://www.aaai.org/ocs/index.php/AIIDE/AIIDE14/paper/view/8999 -- AI 101 is a series that looks at the tools and techniques used in video game development. AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. It's supported through and wouldn't be possible without the wonderful people who support it on Patreon, plus YouTube members and Paypal donations. http://www.patreon.com/ai_and_games https://www.youtube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join http://www.paypal.me/AIandGames -- Get yourself an AI and Games t-shirt over on Teespring! https://teespring.com/stores/aiandgames You can follow AI and Games (and me) on Facebook and Twitter: http://www.facebook.com/AIandGames http://www.twitter.com/A