Behind The Systemic AI of Far Cry | AI and Games #16 AI and Games 2016-10-03 | www.patreon.com/ai_and_gameswww.aiandgames.com--We continue our exploration of director-style AI in AAA titles as we head for the mountain ranges of Kyrat and take a look at the systemic design of the Far Cry series.Opening Track:"Knights of Cydonia" by Muse.Black Holes and Revelations, 2006.Inspired by the 2014 Game/AI Conference talk: "A Manifesto for Systemic Gameplay".
Coming Soon - the #AlienIsolation10 Retrospective AI and Games 2024-10-08 | 'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services#alien #alienisolation #gaming #games #gamedev
Coming Soon - The AI of Alien: Isolation, 10 Years Later AI and Games 2024-10-07 | Did You Think I'd Forget?--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services#alien #alienisolation #gaming #games #gamedev
Training AI to Solve Puzzles in Little Learning Machines AI and Games 2024-09-02 | Little Learning Machines is a puzzle game with a fairly unique premise: rather than solving the puzzles yourself, you train non-player characters called Animos to solve them for you.It's a game where training NPCs using AI is a mechanic, but it's also a game that tries to teach you how training neural networks with reinforcement learning actually works. To find out more, I sat down with four members of the development team at Transitional Forms - Nick Counter, Dante Camarena, Pietro Gagliano, and Fiona Firby - to find out more about where it all started, how the game actually works, and the challenges faced in building a game around training AI characters. Plus catch my bonus conversation with Dante, Nick, and Fiona over on the Branching Factor podcast on @AIandGamesPlus (plus Spotify, Apple Podcasts and more!)youtu.be/pG7-ubbNZFILittle Learning Machines is available right now on Steam, with a free update coming September 5th:store.steampowered.com/app/1993710/Little_Learning_MachinesFind out more about Little Learning Machines via the links below.Website: transforms.ai/little-learning-machinesLearning Companion (PDF): transforms.ai/learningGDC Postmortem Talk: gdcvault.com/play/1034597/AI-Summit-Little-Learning-MachinesThis is a sponsored episode of AI and Games, and we were compensated for our time spent in producing this video and related collateral.--Chapters[00:00] Intro[01:25] About the Game[05:20] Training AI as a Game Mechanic[09:00] How Training Works[16:20] Designing for Learning[24:16] Closing--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
Announcing the 2024 AI and Games Conference AI and Games 2024-08-14 | Get your tickets and find out more at:http://www.aiandgamesconference.comFind out more about the event on Substack:aiandgames.com/p/introducing-the-ai-and-games-conferenceFollow the conference on Twitter via:http://www.twitter.com/GameAIEventsAfter 10 years of YouTube videos inspired by developers talks, it's time to give back to the community. This November join me at Goldsmiths, University of London for the very first AI and Games Conference! Special thanks to our partners sponsors: AWS for Games, Creative Assembly and Riot Games for helping us make this a reality, and I hope to see some of you there!--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
Facts about the AI of Dark Souls (Part 3) AI and Games 2024-07-26 | Even more fun facts about the #AI of Dark Souls. #gaming #darksouls #eldenring #aienthusiast #aiandgames--Dark Souls is known for its ruthless and relentless enemy AI characters. It's time to find out how they really work, and how they continue to surprise players over a decade later.Watch the full episode of AI and Games: youtu.be/PrHKzKQdZxYCatch my Design Dive episodes on the Soulsborne franchise:Dark Souls 1: youtube.com/watch?v=s2S8o3fmJycDark Souls 2: youtube.com/watch?v=4ke8D_FgAj0--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
How F.E.A.R. Introduced AI Planning to Video Games AI and Games 2024-07-23 | Almost 20 years later, Monolith's F.E.A.R. is still considered one of the best examples of AI for video games. To celebrate 10 years of @AIandGames we revisit the subject of our first ever video. Tommy sits down with Dr Jeff Orkin, the AI programmer on F.E.A.R. to discuss how it all came to be and the legacy it carries to this day in the video games industry. Catch the full video at:youtu.be/3Of2NtTYcvU#gaming gaming #GameAI #FEAR #STRIPS #ArtificialIntelligence #AIandGames #gamedevelopment --'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
Facts about the AI of Dark Souls (Part 2) AI and Games 2024-07-17 | Some more fun facts about the #AI of Dark Souls. #gaming #darksouls #eldenring #aienthusiast #aiandgames--Dark Souls is known for its ruthless and relentless enemy AI characters. It's time to find out how they really work, and how they continue to surprise players over a decade later.Watch the full episode of AI and Games: youtu.be/PrHKzKQdZxYCatch my Design Dive episodes on the Soulsborne franchise:Dark Souls 1: youtube.com/watch?v=s2S8o3fmJycDark Souls 2: youtube.com/watch?v=4ke8D_FgAj0--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
The Dark Souls AI Goal System AI and Games 2024-07-15 | Dark Souls enemies rely on a complex goal decomposition system that plans out actions in advance. #gaming #darksouls #eldenring #aienthusiast #aiandgames--Dark Souls is known for its ruthless and relentless enemy AI characters. It's time to find out how they really work, and how they continue to surprise players over a decade later.Watch the full episode of AI and Games: youtu.be/PrHKzKQdZxYCatch my Design Dive episodes on the Soulsborne franchise:Dark Souls 1: youtube.com/watch?v=s2S8o3fmJycDark Souls 2: youtube.com/watch?v=4ke8D_FgAj0--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
Facts about the AI of Dark Souls (Part 1) AI and Games 2024-07-10 | Some weird and wonderful facts about the AI codebase in Dark Souls. #gaming #darksouls #eldenring #aienthusiast --Dark Souls is known for its ruthless and relentless enemy AI characters. It's time to find out how they really work, and how they continue to surprise players over a decade later.Watch the full episode of AI and Games: youtu.be/PrHKzKQdZxYCatch my Design Dive episodes on the Soulsborne franchise:Dark Souls 1: youtube.com/watch?v=s2S8o3fmJycDark Souls 2: youtube.com/watch?v=4ke8D_FgAj0--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
The Secret of Dark Souls AI: The Combat Wheel AI and Games 2024-07-08 | You ever wondered how Dark Souls enemies decide to attack? It's actually quite simple, and complex at the same time. #gaming #darksouls #eldenring #aienthusiast --Dark Souls is known for its ruthless and relentless enemy AI characters. It's time to find out how they really work, and how they continue to surprise players over a decade later.Watch the full episode of AI and Games: youtu.be/PrHKzKQdZxYCatch my Design Dive episodes on the Soulsborne franchise:Dark Souls 1: youtube.com/watch?v=s2S8o3fmJycDark Souls 2: youtube.com/watch?v=4ke8D_FgAj0--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
The AI of Dark Souls Revealed | AI and Games #75 AI and Games 2024-06-18 | Support 'AI and Games' via Patreon, YouTube memberships, and Substack:http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Dark Souls is known for its ruthless and relentless enemy AI characters. It's time to find out how they really work, and how they continue to surprise players over a decade later.Catch my Design Dive episodes on the Soulsborne franchise:Dark Souls 1: youtube.com/watch?v=s2S8o3fmJycDark Souls 2: youtube.com/watch?v=4ke8D_FgAj0[00:00] Intro[01:28] About Dark Souls[04:58] The Dark Souls Engine[07:49] Goals for Souls[15:08] The Combat Wheel[22:54] Role of the Soul[25:46] Zone of Interest[28:30] Enemy NPC Variants[32:33] Speed Round[36:09] Closing Some (but not all) of the Lua scripts I researched for this video can be found online via:github.com/Grimrukh/SoulsAI--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
The Stories Behind the Videos | 10 Years of AI and Games AI and Games 2024-05-27 | I was asked by my crowdfunding community to talk about my favourite episodes of AI and Games. But instead, let's tell some stories about how some of the videos came to be![00:00] Intro[01:03] Some Personal Favourites[02:52] Challenging Topics[05:10] #29 - Spec Ops: The Line[07:53] #44 - Goldeneye 007[11:43] #40-43 Sea of Thieves[17:28] #15 Alien: Isolation[23:30] The F.E.A.R. Retrospective[25:37] Coming Soon[28:31] Closing--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
Goal State: Coming to Kickstarter Q3 2024 AI and Games 2024-05-22 | kickstarter.com/projects/aiandgames/goalstateGoal State is a new series of online courses in AI for game development. Sign up to support the Kickstarter when it goes live in Q3 of 2024.Read my blog on why I wanted to build Goal State:aiandgames.com/p/introducing-goal-stateThe quick and easy link to share:http://bit.ly/goalstate--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
F.E.A.R. - The Retrospective AI and Games 2024-04-30 | Support 'AI and Games' to help finance new content and earn bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.comAlmost 20 years later, Monolith's F.E.A.R. is still considered one of the best examples of AI for video games. To celebrate 10 years of @AIandGames we revisit the subject of our first ever video. Tommy sits down with Dr Jeff Orkin, the AI programmer on F.E.A.R. to discuss how it all came to be and the legacy it carries to this day in the video games industry. [00:00] Intro[03:20] Orkin's Path into Games[09:29] No One Lives Forever 2[14:41] Origins of GOAP[17:11] Action Movie[20:49] The AI of FEAR[29:12] Designing Encounters[35:10] Squad Layers[37:48] Release[43:12] Orkin's Path[45:14] Legacy[53:07] Credits Footage of Kings Quest VIII by @AndreaPannocchia youtube.com/watch?v=M37cEC98anw&ab_channel=AndreaPannocchiaLinks to Alex Nareyek's - IGDA Artificial Intelligence Interface Standards Committeeweb.archive.org/web/20050206222524/http://www.igda.org/ai/report-2004/report-2004.htmlweb.archive.org/web/20050215232750/http://www.igda.org/ai/report-2004/goap.htmlThe GDC 2006 paper on GOAP by Jeff Orkin:gamedevs.org/uploads/three-states-plan-ai-of-fear.pdfYou can play the NOLF games and AvP2 courtesy of these fan mods:http://nolfrevival.tk/avpunknown.com/avp2aio--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
My Playtime with Ubisoft NEO @ GDC 2024 AI and Games 2024-04-10 | At GDC this year, Ubisoft showcased their prototype non-player character (NPC) tech called 'NEO'. It's their first efforts in figuring out how to make interesting conversational AI for games. Myself and a few others were invited down to check it out, so here's my thoughts as well as the footage of my full playthrough. [00:00] Intro[01:35] What is NEO?[03:36] Trying to Fix 'Hollow' NPCs[06:41] The Three Demo Scenarios[08:58] Unpacking the Experience[12:19] Demo 1 - Drinks with Bloom[20:11] Demo 2 - Watching the Drone Mission[24:41] Demo 3 - Mission Planning with Iron[32:23] Credits--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
What I Learned After 10 Years of AI and Games AI and Games 2024-03-02 | March 2nd 2024 marks 10 years since the release of my very first YouTube video all about the AI of F.E.A.R. My life has taken a significant turn as a result of my YouTube 'career'. But what have I learned from the experience?#10Years #AI #AIandGames #GameAI #Games #Gaming --You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus content and rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Chapters[00:00] Intro[02:14] A Change in Perspective[10:31] Making Games is Even Harder Than I Thought[13:05] Simple Idea / Technical Complexity[17:41] Games as Theatrical Performance[21:12] The Value of Games Research[27:43] The Future of AI and Games?[29:30] My Thanks to You All[32:41] Closing Credits--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
How AI is Actually Used in the Video Games Industry AI and Games 2024-02-28 | Links to all of my videos referenced in this episode can be found farther down in the description.Plus, grab your own copy of the infographic by visiting the (extended) written version on Substack.aiandgames.com/p/how-ai-is-actually-used-in-the-videoAs AI becomes increasingly more involved in the development of video games, it's worth taking stock of just how many ways it can be used. In this episode of AI 101 we dig into every facet of AI for games, and how it's actually being used in the industry.Referenced Videos:--In this episode, I link to many existing videos here on @AIandGames, I'll quickly list them for you below in the order they are introduced:Google DeepMind's AlphaStar Bot:youtube.com/watch?v=lPERfjRaZugAnalysing Inworld's Origins Demo:youtube.com/watch?v=aLc-kT6-xJoConvai's AI Toolkit:youtube.com/watch?v=nZE0gkFKMt8Why is it Difficult to Build 'Good' AI for Games?youtube.com/watch?v=qCkqpRnk1oUAI 101: Navigation Meshes:youtube.com/watch?v=U5MTIh_KyBcAI 101: Finite State Machines:youtube.com/watch?v=JyF0oyarz4UAI 101: Behaviour Trees:youtube.com/watch?v=6VBCXvfNlCMAI 101: Goal Oriented Action Planning:youtube.com/watch?v=PaOLBOuyswIAI 101: Utility AI:youtube.com/watch?v=p3Jbp2cZg3QAI 101: Barks and Dialogue:youtube.com/watch?v=u9VkW18IMzcAI 101: Machine Learning in Games:youtube.com/watch?v=dm_yY-hddvEGran Turismo 7's Sophy AI:youtube.com/watch?v=dUnhVsU0evcHow Forza's Drivatar Works:youtube.com/watch?v=JeYP9eyIl4EHow Townscaper Works:youtube.com/watch?v=_1fvJ5sHh6ARadical Content Generation in Unexplored 2:youtube.com/watch?v=lL6A_MC1E2YProcedurally Generating Manhattan for Marvel's Spider-Man:youtube.com/watch?v=TSEJFxSZ2U0Generative AI for Games Explained:youtube.com/watch?v=t3tm0dawMgoNVIDIA's DLSS3 Explained:youtube.com/watch?v=M3Lf0XpgWScThe Secret AI Testers in Tom Clancy's The Division 2:youtube.com/watch?v=JpQd1Y7gYugThe AI of Hitman (2016):youtube.com/watch?v=km_DYozYh54Texture Upscaling Explained:youtube.com/watch?v=Fix6u4pksrgPlayer Analytics in Tomb Raider: Underworld:youtube.com/watch?v=A89ZDjF51NkChapters--[00:00] Intro[00:33] AI Overview[04:25] How AI Intersects with Games[05:50] AI for Player Experience[12:13] AI for Game Productions[16:58] Wrapping Up[18:40] Credits--'AI and Games' is a YouTube series on research and applications of Artificial Intelligence in video games. Check out all of our content: AI and Games: http://www.youtube.com/@AIandGamesAI and Games Plus: http://www.youtube.com/@AIandGamesPlusBranching Factor Podcast: shows.acast.com/branchingfactorLivestreams on Twitch: http://www.twitch.tv/aiandgamesSubstack with Written Content: http://www.aiandgames.com--Join our Discord Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support 'AI and Games' via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.social--If you're interested in working with us, check out the following:Sponsorship Enquiries: passionfroot.me/aiandgamesBusiness Enquiries: aiandgames.com/p/professional-services
Why is It Difficult to Make Good AI for Games? AI and Games 2024-01-24 | Having made over 100 videos digging into how AI works in video games, I've never really explained why this is such a big problem. Let's discuss some core AI fundamentals.[00:00] Intro[00:34] Playing the Game Vs Being the Game[03:21] Understanding State Spaces[06:51] The Challenge of Good AI for Games[10:55] Why Not Use Machine Learning? [12:58] Closing[14:32] CreditsBe sure to catch the rest of the AI 101 series to learn the foundations of AI for games.youtube.com/playlist?list=PLokhY9fbx05eeUZCNUbelL-b0TyVizPjt--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGameshttp://www.aiandgames.comMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
What YOU Think About Generative AI for Video Games AI and Games 2023-12-21 | Earlier this year in my 'Generative AI Explained' episode, I released a survey for anyone to fill in about their thoughts on generative AI for game development. In this video, I present the main findings, and highlight core themes and points expressed by our respondents.Thanks once again to everyone who participated![00:00] Intro[01:03] The Survey[02:27] The Game Developer Perspective[08:19] Hobbyists, Solo Devs and Students[10:28] Sentiments and Concerns[13:49] Closing[15:14] Credits--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGameshttp://www.aiandgames.comMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
The Link Between Half-Life and the Atomic Bomb AI and Games 2023-12-11 | Computer science and artificial intelligence is linked to many an important event in the 20th century. So let's explore how the AI of Half-Life is linked indirectly to the creation of the atomic bomb.[00:00] Intro[00:55] Recap[02:15] The AI of Half-Life[04:53] Automata Theory[08:01] John Von Neumann[11:54] The Threads of Time[14:17] CreditsPlus don't forget to check out @AlanZucconi's video all about Conway's Game of Life:youtube.com/watch?v=Kk2MH9O4pXYVideo Footage Shown in this Episode is From the Following:Atomic Bomb Wipes Out Hiroshima in a Matter of Secondsyoutube.com/watch?v=vv4VhZy2L5YArchive Video of the D-Day Normandy Landingsyoutube.com/watch?v=0wg5x5WaZPoENIAC: The First Computeryoutube.com/watch?v=k4oGI_dNaPcTrinity Test HD Colourisationyoutube.com/watch?v=18ZFUCOT8XcBombe Machine Demonstration by @kyle901 youtube.com/watch?v=6178TGqHkH0--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGameshttp://www.aiandgames.comMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames#halflife #oppenheimer #valve
My Favourite Games from the 2023 AI and Games Jam AI and Games 2023-11-27 | In September of 2023 we ran our third AI and Games Jam. I summarise the event, and highlight some of my favourite games submitted by the community.Check out the full list of games at:itch.io/jam/aiandgames2023[00:00] Intro[00:23] About the Jam[03:31] Copycat and the Office[04:02] Copycats[04:23] Copy Kitty[04:51] Jasus[05:09] A Conversational Journey with Leonardo[05:45] Detective Deviant[06:19] Warehouse Caper[06:32] Stack the Past[06:49] Overcloned[07:15] Copycat Survivors[07:37] Beep and Julius[07:54] Squishy Pirate Switcheroo[08:22] Video Store Quiz Show[08:45] Copy Cat[09:00] Closing--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGameshttp://www.aiandgames.comMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
Procedurally Generating Manhattan for Marvels Spider-Man AI and Games 2023-11-20 | Did you know that Spider-Man's Manhattan is actually procedurally generated? For this episode of Artifacts, I dig into the procedural workflow adopted by Insomniac Games to help speed up production of the thousands of buildings, roads, alleyways and more.Don't forget to catch my other video on the AI of Marvel's Spider-Man:youtu.be/KVUh6vPFN4kPlus read this episode if you like over on Substack:open.substack.com/pub/aiandgames/p/how-manhattan-is-built-using-procedural[00:00] Intro[01:08] Spider-Man's Manhattan[04:19] Tiles for Miles[06:30] Procedural Workflow[09:45] Supporting Web-swinging[12:43] City That Never Sleeps[16:45] ClosingThe following talks were used as part of my Spider-Man episodes, you might enjoy digging into these to find out more information:"Marvel's Spider-Man: AI Postmortem", Adam Noonchester, GDC 2019"Building Traversal in Marvel's Spider-Man", Doug Sheahan, GDC 2019"Conquering the Creative Challenges in Marvel's Spider-Man", Bryan Intihar, GDC 2019"Marvel's Spider-Man: A Technical Postmortem", Elan Ruskin, GDC 2019"Marvel's Spider-Man, meet Houdini", David Santiago, GDC 2019"Procedurally Crafting Manhattan for Marvel's Spider-Man", David Santiago, GDC 2019"Building New York in Marvel's Spider-Man: It's Still Just Level Design", Josue Benavidez, GDC 2019"Marvel's Spider-Man: Procedural Lighting Tools" Xray Halperin, GDC 2019"Marvel's Spider-Man: A Deep Dive Into the Look Creation of Manhattan", Matt McAuliffe, Brian Mullen and Ryan Benn, GDC 2019Music in this episode is from the Marvel's Spider-Man Miles Morales soundtrack by John Paesano.Credits stinger is by @BenRidgeMusic --AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGameshttp://www.aiandgames.comMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames#spiderman #spidermanremastered #spiderman2 #gamedevelopment #gamedesign #gamingfacts #gamedev
The AI of Marvels Spider-Man | AI and Games #74 AI and Games 2023-11-09 | Insomniac's Spider-Man games are some of the most beloved titles coming out of PlayStation Studios. In this episode we dig in and find out how the development team built AI systems to handle melee and ranged combat, civilians, open-world crimes, boss battles, traffic and more!Catch the accompanying episode of Artifacts all about Spider-Man's procedural tool systems:youtu.be/TSEJFxSZ2U0Read this episode (and share it too) on Substack:aiandgames.com/p/how-insomniac-designed-marvels-spider[00:00] Intro[01:07] Marvel's Spider-Man[02:30] Designing AI Characters at Scale[05:21] NPC Behaviour Scripting[09:19] Combat Management Systems[17:32] Civilian AI[21:00] Speed-Round![25:34] ClosingThe following talks were used as part of my Spider-Man episodes, you might enjoy digging into these to find out more information:"Marvel's Spider-Man: AI Postmortem", Adam Noonchester, GDC 2019"Building Traversal in Marvel's Spider-Man", Doug Sheahan, GDC 2019"Conquering the Creative Challenges in Marvel's Spider-Man", Bryan Intihar, GDC 2019"Marvel's Spider-Man: A Technical Postmortem", Elan Ruskin, GDC 2019"Marvel's Spider-Man, meet Houdini", David Santiago, GDC 2019"Procedurally Crafting Manhattan for Marvel's Spider-Man", David Santiago, GDC 2019"Building New York in Marvel's Spider-Man: It's Still Just Level Design", Josue Benavidez, GDC 2019"Marvel's Spider-Man: Procedural Lighting Tools" Xray Halperin, GDC 2019"Marvel's Spider-Man: A Deep Dive Into the Look Creation of Manhattan", Matt McAuliffe, Brian Mullen and Ryan Benn, GDC 2019Music in this episode is from the Marvel's Spider-Man soundtrack by John Paesano.Credits stinger is by @BenRidgeMusic. --AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGameshttp://www.aiandgames.comMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon, YouTube memberships, and Substack In return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/joinhttp://aiandgames.substack.com--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames#spiderman #spidermanremastered #gamedevelopment
How Inworlds Origins Demo Actually Works AI and Games 2023-10-30 | In a recent video, I looked at 'Origins': a detective game that uses AI technology built by Inworld (@inworldai) that allows players to interact with non-player characters directly using speech or text, and holding fully immersive conversations with them.In this video, we find out how it all actually works. I sit down with Kylan Gibbs, the CPO of Inworld, to discuss not just the inner workings of Origins, but the original inspiration that saw it come to light, the response they've received from the gaming community, and what else we can come to expect from them in the future.You can try it out yourself by downloading Origins for free on Steam:bit.ly/AIandGames-OriginsAnd if you're a developer yourself, sign up for a free trial of Inworld's tools, and start building your own conversational AI charactersbit.ly/AIandGames-2[00:00] Intro[01:07] Releasing Origins to the Public[04:25] So How Does Origins Work?[09:00] Building Character Motivations[10:55] Player Profiling[13:00] AI to AI Conversation[14:47] Character Templates[17:09] Safety Mechanisms[22:00] Future Plans[24:01] Try Inworld Yourself![25:01] CreditsSpecial thanks to Inworld for sponsoring this episode. I was compensated for my time spent producing this video.--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgames#inworld #microsoft BlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
Just How Smart Are the AI Characters in Inworlds Origins? AI and Games 2023-10-19 | Earlier this year, the AI company Inworld released their tech-demo 'Origins': a detective game built in Unreal Engine in which you try to solve a mystery by speaking directly with your suspects. Powered by Inworld's character engine, each non-player character you meet in Origins is built to support full voice-based conversations using the latest trends in generative AI technology, each with their own personalities, goals and mannerisms. In this first of a two-part series, I sit down and give my first impressions of Origins, with a future video detailing how it all works, with insights from Inworld themselves.You can try it out yourself by downloading Origins for free on Steam:bit.ly/AIandGames-OriginsAnd if you're a developer yourself, sign up for a free trial of Inworld's tools, and start building your own conversational AI charactersbit.ly/AIandGames-1[00:00] Intro[02:15] Who Are Inworld?[06:35] Analysing the Demo [10:50] Text Generation[13:33] Voice Recognition[15:12] Voice Synthesis[17:20] Closing[19:12] CreditsSpecial thanks to @inworldai for sponsoring this episode. I was compensated by Inworld for time spent producing this video.--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames#inworld #microsoft
What Makes Jack Baker and Lady Dimitrescu so Terrifying? AI and Games 2023-09-22 | Resident Evil Biohazard and Village transform the Resident Evil franchise into first-person horror, but what makes it all so compelling? Let's find out.[00:00] Intro[01:22] First-Person Horror [05:43] Resident Evil[12:32] Closing[13:59] CreditsMusic in this episode is from the Resident Evil: Village soundtrack by the Capcom Sound TeamClips of Jack moving off-camera are from @SlippySlides episode:youtube.com/watch?v=b1d9m8BG_5w--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgamesBlueSky: https://bsky.app/profile/aiandgames.bsky.socialSubstack: http://www.aiandgames.com--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
Calculating Flow Fields for Rats in A Plague Tale | AI and Games #73 AI and Games 2023-08-31 | The Plague Tale games are known for the swathes of rats that infest the lands, and do their best to kill the player and everyone else. In this episode, we dig into detail on how the rats actually work, and how it ties back to the Micro Machines games of the early 1990s.References for this episode:How A Plague Tale: Innocence's rat hordes were maderockpapershotgun.com/how-a-plague-tale-innocences-rat-hordes-were-madeHow ‘A Plague Tale: Innocence’ Makes Diseased Rats So Terrifyingvariety.com/2018/gaming/features/a-plague-tale-innocence-interview-1202850698Making the rat-tastic sequel A Plague Tale: Requiem, Game Developer, 2022gamedeveloper.com/design/making-the-rat-tastic-sequel-a-plague-tale-requiemVideo Chapters[00:00] Introduction[01:17] We Have a Rat Problem[03:19] How the Rat AI Works[08:12] How You Balance AI Rats[11:02] Wait, Micro Machines???[13:21] Closing[14:29] Credits--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
Create NPCs with LLM-powered Convai! AI and Games 2023-08-22 | @convai recently made headlines because of their conversational AI tools that use large language models (LLMs) like GPT to create intelligent non-player characters (NPCs) in games. In this sponsored video I chat with Convai's CEO Purnendu Mukherjee about the progress they're making in building these tools and even tried making my own NPC to see how well it works in practice.This episode was sponsored by Convai and I received compensation for my time producing this video.If you're interested in finding out more about Convai's work, some links are provided below:Website: http://Convai.com Youtube Channel: youtube.com/@convai Discord: discord.gg/de6SmWG7e2 Twitter: twitter.com/convaitech LinkedIn: linkedin.com/company/convaitechConvai Demo with NVIDIA (youtube.com/watch?v=0Zm2IIIWK6I)Download and play with the Convai demos: drive.google.com/drive/folders/1iD2nvkAr3Hcz-cRTN7Z9NKja7yueFFSZ?usp=sharing[00:00] Intro[02:29] Who Are Convai?[05:41] Building NPCs for Conversation [09:59] Testing Out the Tech[19:24] Building for the Future[26:56] Closing[27:51] Credits --AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgamesInstagram: instagram.com/aiandgamesThreads: threads.net/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
The Secret of Into the Breachs AI: Power in Simplicity | AI and Games #72 AI and Games 2023-07-14 | Sometimes you just don't need super flashy AI in your game. You just need something that is 'good enough' for what your game is trying to do. With that in mind, we dive behind the scenes of Subset Games 2018 release 'Into the Breach', and find out that keeping it simple can not only result in something smart and scalable but also make players think it's much smarter than it really is. [00:00] Introduction[01:27] About the Game[03:03] How it Actually Works[07:41] Misconceptions and Balancing[10:52] Keep it Simple Stupid[12:35] Closing[14:07] CreditsYou can read this episode on our dedicated @substackinc site:aiandgames.com/p/into-the-breachThis episode is sourced from Matthew Davis' own blog post on the AI of 'Into the Breach'. Special thanks to @AlanZucconi for sending us the link earlier this year!docs.google.com/document/d/1OPRNzAVQNgPtP35HzhV2ZzEqE1eCdXbWA7lEZXDdMHQ/mobilebasicMusic in this episode is lifted from the 'Into the Breach' soundtrack by Ben Pruntybenprunty.bandcamp.com/album/into-the-breach-soundtrackCredit music is by our own wonderful @BenRidgeMusic --AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
Is Generative AI the Future of Game Development? | Artifacts #02 AI and Games 2023-06-18 | Throughout 2022 and 2023 the buzz surrounding #generativeai has exploded, and the big question often coming my way is: "How does this impact the games industry?" So let's dig into it. In this episode of Artifacts, we explain what Generative AI is, and how it can (and will) influence the industry in a positive way. But we also highlight the issues, the criticisms and the whether the hype is truly justified.Fill in the Generative AI survey, tell us your thoughts, and help influence a future episode of Artifacts!https://forms.gle/YwyGgM1cNYY2SmUd9[00:00] Intro[02:08] What is Generative AI?[06:29] The Ever-Changing Market[09:19] Generative AI for Games[12:24] The Technology Issues[15:01] The Legal Issues[19:03] The Source of Creativity[22:51] Wrapping Up[23:55] Survey![24:55] CreditsMusic in this episode is by @teknoaxe.Opening sting and outro music by @BenRidgeMusic--Links for YouVariational Auto Encoders - arxiv.org/abs/1312.6114Generative Adversarial Networks - arxiv.org/abs/1406.2661How researchers found you can reproduce image data from training sets:techcrunch.com/2022/12/13/image-generating-ai-can-copy-and-paste-from-training-data-raising-ip-concernsLearn more about AI and copyright:builtin.com/artificial-intelligence/ai-copyrightThe @promethean_ai Keynoteyoutube.com/watch?v=hA0MsGWvmzsThe Inworld / Skyrim Mod by @Bloctheworker youtube.com/watch?v=d6sVWEu9HWU@playhiddendoor Traileryoutube.com/watch?v=KVyU3UsE47EThe @inworldai Origins Demo Traileryoutube.com/watch?v=sQEDJ5Q5yEkThe Nvidia ACE Demo, using AI tools by @convaiyoutube.com/watch?v=X_2X2uLZyL4@BenBonk Makes a Unity Game With GPTyoutube.com/watch?v=L6vW0um5XTg&ab_channel=BenBonk@samyam Makes a Horror Game in One Houryoutube.com/watch?v=xXaw5-U9Syo@SpeedTreeMiddleware Games Reel 2020youtube.com/watch?v=vXFQPixRQOI@Ubisoft's new Ghostwriter tool, developed by @ubisoftlaforge7026 youtube.com/watch?v=XxQoN3PFiKA--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames #AINews #AITools #generativeart #generativeai
How Unexplored 2 Generates Entire Fantasy Worlds from Scratch | Artifacts #1 AI and Games 2023-05-26 | In the first episode of Artifacts, our new series on all things generative AI, we dive into Unexplored 2: The Wayfarer's Legacy - a roguelike adventure that procedurally generates entire game worlds from scratch.Read this episode now via our website:aiandgames.com/p/unexplored2Tommy sits down with the creative director of Ludomotion @Bezircle, Dr Joris Dormans, and how the team developed an entirely new approach known as 'radical content generation'.[00:00] Intro[01:29] Generative Grammars Explained[06:39] Radical Content Generation[10:11] Open World Generation[14:44] The Theory of the Place[21:17] The Passing of Time[26:30] Closing[27:50] CreditsMusic in this episode is from the Unexplored 2 Original Soundtrack by Matthijs Dierckx.-- Unexplored 2: The Wayfarer's Legacy is out now on PC, PlayStation and Xbox platforms.Steam: store.steampowered.com/app/1095040/Unexplored_2_The_Wayfarers_LegacyEpic Games:store.epicgames.com/en-US/p/unexplored-2Xbox:xbox.com/en-GB/games/store/unexplored-2-the-wayfarers-legacy/9N5XQR87ZZ2WPlayStation: store.playstation.com/en-gb/product/EP8026-CUSA26880_00-8366775333385670Find out more about the game via the developer blogs at:ludomotion.com/devblogs.html--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
The Story of The Mechanical Turk: the 18th Century Chess Automaton | The History of AI and Games #1 AI and Games 2023-05-07 | Join Tommy for the first of a new series in which we dive into the history of artificial intelligence, and discover how games have been an intrinsic part of the field since its very inception.In this inaugural episode, we tell the story of 'The Mechanical Turk': a chess-playing automaton that wowed audiences across the US and Europe through the late 1700s and early 1800s. Plus we explore the scandal that surrounded it, and how it continues to influence modern computing today.--Further Reading:The Mechanical Turk: How a Chess-playing Hoax Inspired Real Computersdiscovermagazine.com/technology/the-mechanical-turk-how-a-chess-playing-hoax-inspired-real-computersUntold History of AI: When Charles Babbage Played Chess With the Original Mechanical Turkspectrum.ieee.org/untold-history-of-ai-charles-babbage-and-the-turkThe Mechanical Turk – or the invisible, low-cost labour of automationhttps://www.vicesse.eu/blog/2022/2/8/the-mechanical-turk-or-the-invisible-low-cost-labour-of-automationHorror Stories From Inside Amazon's Mechanical Turkgizmodo.com/horror-stories-from-inside-amazons-mechanical-turk-1840878041The Internet Is Enabling a New Kind of Poorly Paid Helltheatlantic.com/business/archive/2018/01/amazon-mechanical-turk/551192Hybrid machine/human computing arrangementpatents.google.com/patent/US7197459--Chapters:[00:00] Intro[00:59] Setting the Scene[02:08] The Story of the Mechanical Turk[11:03] The Truth[13:48] The Legacy[18:17] Closing[19:13] Credits Episode music by @teknoaxe.Intro Sting and Credit Music by @BenRidgeMusic--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
Why Halo Infinites Bots Play More Like Humans | AI and Games #71 AI and Games 2023-04-23 | 2021's Halo Infinite received praise from the press and players alike for its multiplayer bots. In this episode, I explain how they work, and why they play the game much more like human players. The secret to their success is less about groundbreaking AI technology, and more about smart game design.Chapters[00:00] Intro[01:03] The Design Challenge[03:32] How Does It Work?[06:58] Playing Like Humans[12:38] Building Combat Confidence[15:35] Playing the Objective[17:29] Finishing Touches[20:57] Closing[22:15] CreditsYou can also read (and cite) this episode from our written version:aiandgames.com/p/why-halo-infinites-ai-bots-play-moreMusic in this episode is the following tracks taken from the Halo Infinite Soundtrack:- The Road- Legacy of Generations- What is a Spartan- What Makes Us Human- Heroes. Legends. Immortal- Zeta Halo--This episode is derived from the following sources:Thinking Like Players: How 'Halo Infinite's' Multiplayer Bots Make DecisionsBrie Chin-Deyerle, GDC 2022gdcvault.com/play/1028055/Thinking-Like-Players-How-HaloDeconstructing the Combat Dance: Designing Multiplayer Bots for 'Halo Infinite'Sara Stern, GDC 2022gdcvault.com/play/1028054/Deconstructing-the-Combat-Dance-Designing--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: discord.aiandgames.comBuy our Merch: store.aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames#Halo #HaloInfinite #GameDev
How Machine Learning is Transforming the Video Games Industry | AI 101 AI and Games 2023-04-18 | Artificial intelligence has been adopted in many ways in the games industry over the past 30 years, but machine learning has never been considered practical until now. In this episode of AI 101 we discuss the fundamentals of what ML does, how it differs from traditional AI, what deep learning actually means, and the ways in which it is being put to good use in the industry.[00:00] Intro[01:54] What is Machine Learning?[04:13] Different Approaches[07:42] Why ML Wasn't Used in Games[11:47] Modern Applications[17:05] Closing[17:45] CreditsAll of my earlier videos mentioned in this one can be found in the new dedicated playlist on machine learning for video games:youtube.com/watch?v=hwk37ID4qdE&list=PLokhY9fbx05cMPgT0h3HPzv5yeB8wrRCFSome resources to check out as well if you're keen to dive deeper:'Artificial Intelligence: A Modern Approach' by Russell and Norvig (quoted from in this video)https://aima.cs.berkeley.edu/The DeepMind x UCL Deep Learning lecture seriesyoutube.com/playlist?list=PLqYmG7hTraZCDxZ44o4p3N5Anz3lLRVZF'Artificial Intelligence and Games' by Togelius and Yannakakishttp://gameaibook.orgDeep Learning with Python by Cholletmanning.com/books/deep-learning-with-python-second-editionMusic in this episode is by TeknoAxe:http://www.teknoaxe.com--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: aiandgames.com/discordBuy some merch at: aiandgames.com--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
Analysing the AI of The Last of Us Part II | AI and Games #70 AI and Games 2023-01-26 | With The Last of Us Part II, Naughty Dog set a new standard for high-fidelity single-player experiences on the #Playstation platform. But it requires a lot of additional support with the help of AI to make that a reality. Join us for this 70th episode of AI and Games as we dig into how AI is used not just to support new gameplay features, but also for the game to continue to reflect its high production values.Did you catch the episode on the first game? If not, here it is:youtube.com/watch?v=7MVzKuQ5SfYPlus catch these bonus episodes on the AI of The Last of Us Part Two over on @AIandGamesPlus:- Revisiting the AI of The Last of Us Part One: youtube.com/watch?v=eZVLPGQ1k4gChapters:[00:00] Intro[01:24] The Last of Us Part II[04:02] Improving Combat[10:03] The New Melee System[15:45] Motion Matching[17:37] What About The Last of Us Part One?[18:27] Hiding the Seams[26:34] Closing[27:37] CreditsSources:"'The Last of Us Part I' directors explain why the game stayed so true to the original"Nathan Ingraham, Engadget"Bringing AI to Life in 'The Last of Us Part II'"Bryan Collinsworth, Michal Mach, GDC 2021"Melee AI in 'The Last of Us Part II'"Ming-Lun Chou, GDC 2021"Motion Matching in 'The Last of Us Part II'"Michal Mach, Maksym Zhuravlov, GDC 2021"'The Last of Us Part II': Designing the Museum Flashback"Evan Hill, Level Design Summit, GDC 2022Music in this episode is from 'The Last of Us Part II (Original Soundtrack)' by Gustavo Santaolalla & Mac Quayle--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: aiandgames.com/discordBuy our Merch: aiandgames.com/store--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames--#TheLastOfUs #TheLastOfUsPart2 #TLOU2
The Future of AI and Games for 2023 and Beyond AI and Games 2023-01-19 | It's time for a change. After 8 years of @AIandGames, I've decided to mix it up a bitGet ready for...- New shows- New second channel over on@AIandGamesPlus- New podcast- New merch- New Patreon... and a facelift too! Chapters[00:00] Intro[00:48] My Journey[03:43] Changes to AI and Games[05:02] Artifacts[05:47] History of AI[06:10] Plus...[06:33] AI and Games Plus[07:21] The Branching Factor Podcast[07:52] Player Choice[08:54] The New Line-Up[09:56] Future Plans[10:58] How You Can Help (For Free)[12:05] Support on Patreon[13:23] YouTube Memberships & Super Thanks[13:49] Visit the AI and Games merch store[14:03] Wrapping Up--AI and Games is a YouTube series on research and applications of Artificial Intelligence in video games. Follow 'AI and Games' for educational videos and essays: http://www.youtube.com/@AIandGamesMy second channel 'AI and Games Plus' is dedicated to bonus content, deep-dive analysis, revisiting old topics and more:http://www.youtube.com/@AIandGamesPlusListen to my podcast 'Branching Factor', as I discuss game development and research with my co-hosts and guests:shows.acast.com/branchingfactorWatch Livestreams: http://www.twitch.tv/aiandgamesJoin our Community: aiandgames.com/discordBuy our Merch: aiandgames.com/store--You can support AI and Games via Patreon and YouTube memberships, and in return, you get bonus rewards!http://www.patreon.com/aiandgamesyoutube.com/@AIandGames/join--Follow 'AI and Games' on social media.Twitter: http://www.twitter.com/AIandGamesMastodon: https://mastodon.gamedev.place/@AIandGamesTikTok: tiktok.com/@aiandgames--If you're interested in working with us, check out the following:Business Enquiries: contact@aiandgames.comArrange Meeting: calendly.com/aiandgames
My Favourite Games from the AI and Games Jam 2022 AI and Games 2022-12-15 | Support AI and Games on Patreon:http://www.patreon.com/ai_and_games--This year was our second run of the AI and Games Jam and the submissions did not disappoint! So here we go, my review of the year's event, and some of my favourites having played the top 50% of submissions.Congratulations to everyone who participated. Some fantastic games again this year, and I hope you all enjoyed the experience. Hopefully, we can be back with more in 2023?You can check out all of the games over at:itch.io/jam/aiandgames-2022/entriesPlus catch my long-play videos of my time playing the jam games over on my second channel:Part 1: youtu.be/rK2dvYi5u9APart 2: youtu.be/O_hUUhUAYl4--Episode Chapters[00:00] Intro[00:27] The 2022 Theme[01:53] Solitaire (the #1 Ranked Game)[02:38] Ambidextro[03:06] The Horror Museum[03:27] Isolating Waters[03:56] Roguelike[04:14] Compicactus[05:03] Roko's Basilisk[05:26] Dead by Roguelight[06:00] Dark Isolation[06:31] Untitled Dinosaur Game[06:48] Alone in the Dark[07:13] Reflecting on the Year[08:54] Closing[09:30] Credits--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--Join me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord#AIandGamesJam22 #GameJam #GameDev
Espire 2: A Pure Stealth Game, in VR! Congrats to Digital Lode AI and Games 2022-11-18 | Congratulations to the @EspireVR team Digital Lode on the release of Espire 2 on the Meta Quest 2. It was great to work with the team and I look forward to trying out the final version of the game!Check out the game on the Quest store:oculus.com/experiences/quest/3529713943716002As explained in the video, I consulted on the alpha version of the game, meaning I gave some guidance and advice on the design of player mechanics, AI behaviours and how those two things intersect. If you're a game developer and fancy having me take a look at your game, reach out via the link below, or e-mail via the business enquiries on the channel homepage.calendly.com/aiandgames--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord
Training AI To Write My YouTube Videos | AI and Games #69 AI and Games 2022-10-30 | I recently released a video to the YouTube channel on the AI of Aliens: Colonial Marines. As you might have gathered, that wasn't real. The script was generated using the GPT-2 Neo large language model, and from that I built a video around it. In this episode of AI and Games, I explain not only how I did it, but offer you the opportunity to try it out yourself!Did you miss the AI-generated episode? Admire it now in all its glory:youtube.com/watch?v=RuPDPORHAB0Plus if you want to see me try and record this based on the script it generated, join the Patreon:patreon.com/posts/73759592Want to try it out yourself? Check out the 4-part tutorial available over on Google Colab:colab.research.google.com/drive/1J-95w2MZsBdQupmuz6S0HnKhU4CdkfhMPlus here's a video tutorial on the Google Colab project, explaining how it all works:youtube.com/watch?v=zBW7XUyjQYMChapters:[00:00] Intro[02:16] What Did I do?[03:52] LLM Basics[07:42] How I Built an AI Scriptwriter[10:42] Training the System[19:24] Creating a Video[21:53] Text Generation in Games[24:24] Closing[26:24] Credits--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord
AI Wrote This Video Essay on Aliens: Colonial Marines AI and Games 2022-10-29 | H̵i̶ ̴I̷'̶m̴ ̶T̷o̷m̸m̶y̶ ̵T̴h̴o̴m̴p̴s̴o̶n̵,̸ ̸a̸n̸d̴ ̷t̴h̵i̶s̴ ̷i̷s̴ ̷A̶I̶ ̵a̵n̴d̸ ̵G̸a̸m̸e̵s̴.̷ ̷̖̆Let's take a look at the AI o̸̠̎f̸̜͝ ̸͔͂ ̶̬́A̶̳̚L̴̦̏I̷͇͛E̵͓͂N̴̪̈́Ŝ̷̟:̶̳̎ ̴͍̈C̵̢̅Ọ̸͒L̶̡̀Ó̷͎Ñ̴̖I̴͜͝A̷̫͒L̵̘̈́ ̷̦̃M̶̩̌A̴̖͝R̴͇̽Į̵́Ǹ̴̲Ḙ̴͊Ş̵́--As you'll have gathered, this episode is fake. I trained an AI system to write this, by feeding it all of my episode scripts of the past 5+ years. To learn how I did it (plus find out how you can do it too), check out AI and Games #69youtube.com/watch?v=BQxLfOc4-rUChapters[00:00] Intro[00:58] I̸̳͝N̴̠̏T̴̛͔Ŕ̵̡Ọ̶̊[02:07] A̷n̶a̸l̶y̸i̴s̷i̵n̵g̴ ̷the AI[07:51] The Legacy of C̷o̸l̵o̵n̶i̸a̵l̵ ̸M̴a̵r̵i̸n̷e̴s̶[10:03] Wrapping Up[11:22] WTF?[11:56] Credits--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord
DLSS 3 Explained: How NVIDIAs RTX-4090 Uses AI to Increase Frame Rates AI and Games 2022-10-11 | Support AI and Games on Patreon:http://www.patreon.com/ai_and_games--With the impending release of the new 4000 series of @NVIDIAGeForce, GPUs, NVIDIA has unveiled the latest version of their super sampling technology, DLSS 3.The folks over at @NVIDIA reached out to offer me a chance to not only try out the RTX-4090 GPU but also get a chance to read up on the DLSS 3 technology and get my questions answered on how it all works. It improves on DLSS 2 with new AI frame generation techniques that can increase a game's frame rate by almost double while maintaining full 4K high-fidelity graphics. This is achieving by using a frame interpolation technique that calculates intermediate frames between those received from the game engine.Special thanks to the folks at NVIDIA's UK team for their support in making this video happen. I hope you all enjoy it.Chapters[00:00] Intro[01:35] DLSS Basics[04:19] What DLSS 3 Does[06:32] How DLSS 3 Actually Works[13:36] NVIDIA Reflex[15:22] Closing--If you want to learn more about NVIDIA's DLSS tech, be sure to check out my previous video on the subject from 2021:youtube.com/watch?v=ccuh5MNiLHE--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord#nvidia #dlss #rtx4090
The Challenge of Remaking Resident Evil 2 & 3 | Design Dive AI and Games 2022-09-29 | In this third episode of the Design Dive series 'Revisiting Evil', we look at the remakes of Resident Evil 2 and 3: two games that have effectively rekindled 'classic' survival horror games for a modern era. We explore the challenge of bringing them back to a modern audience; establishing what makes them so compelling as they adopt elements from previous games, as well as the limitations that somewhat stifle the experience.--Chapters [00:00] Intro[01:16] Revisiting Evil[04:46] Welcome Back[07:33] Reanimation[09:50] The Three C's[11:34] Bioweapons[14:16] Mr X[17:19] The Nemesis[20:50] The Future of Survival Horror[22:41] Closing & Credits--For some of the more 'cinematic' footage capture, I used the 'Injectable Generic Camera System', which you can compile and execute with the PC (Steam) build of Resident Evil 2.github.com/FransBouma/InjectableGenericCameraSystem--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord#ResidentEvil #Nemesis #HorrorGaming
How Barks Make Videogame NPCs Look Smarter | AI 101 AI and Games 2022-08-12 | Support AI and Games on Patreon:http://www.patreon.com/ai_and_games--It doesn't matter how intelligent your videogame AI is if the player doesn't understand it. One of the simplest and most effective ways of communicating intelligence is simply to have it say what it thinks aloud - a concept known in game development as a 'bark'. That might sound pretty dumb, but you'd be surprised how effective it is in practice.--For additional viewing, check out these videos from other creators:- @PeopleMakeGames interview with Supergiant on the dialogue of Hades:youtube.com/watch?v=bwdYL0KFA_UPlus check out these @Gdconf talks:- Elan Ruskin on Fuzzy Pattern Matching for Dialogue:youtube.com/watch?v=tAbBID3N64A- Darren Korb and Greg Kasavin on the dialogue systems of Hades:youtube.com/watch?v=m5KJSAj4afg- Jason Gregory on context-aware dialogue in The Last of Us:gdcvault.com/play/1020386/A-Context-Aware-Character-Dialog--Video Chapters[00:00] Intro[00:53] Bark Basics[05:16] Designing for Immersion[06:50] Barks for NPCs[10:14] Communicating Game State[14:38] Simple Dialogue Systems[18:15] ClosingMusic in this episode is by Teknoaxe:http://www.teknoaxe.com--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord
How Gran Turismos Sophy Actually Works | AI and Games #68 AI and Games 2022-08-01 | Support AI and Games on Patreon:http://www.patreon.com/ai_and_games--'GT Sophy' made a splash in early 2022 as it was declared to be a new type of AI racer for Gran Turismo that could leave many a professional player in the dust. It's time to find out how it works, and the story of where it comes from. --A written version of this episode is available at:http://www.aiandgames.com/2022/08/01/gran-turismo-sophyIf you're keen to find out more, here are all the research materials used for this episode:"Neural Networks Overtake Humans in Gran Turismo Racing Game"nature.com/articles/d41586-022-00304-2"Outracing Champion Gran Turismo Drivers with Deep Reinforcement Learning"nature.com/articles/s41586-021-04357-7"Superhuman Performance in Gran Turismo Sport using Deep Reinforcement Learning"https://rpg.ifi.uzh.ch/docs/RAL21_Fuchs.pdf"Autonomous Overtaking in Gran Turismo Sport Using Curriculum Reinforcement Learning"https://rpg.ifi.uzh.ch/docs/ICRA21_Yunlong.pdfThe Sony AI YouTube Channelyoutube.com/channel/UC-eJUbUU5AVi_tp75XFnDIQThe Gran Turismo TV YouTube Channelyoutube.com/c/GRANTURISMOTVThe Gran Turismo Sophy Websitegran-turismo.com/us/gran-turismo-sophyFootage of Tesla AI Driving by 'Whole Mars Catalog'youtube.com/watch?v=_ZYEjYnmPlA--Video Chapters:[00:00] Intro[01:23] Sony AI[05:02] The Goal of Sophy[09:30] Sophy's 'Brain'[15:59] Learning to Race[19:23] Rewarding Good Racing[23:44] Training a Champion[30:34] Open Challenges[31:38] CreditsMusic in this episode is by TeknoAxe:http://www.teknoaxe.com--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord
Death Strandings Biggest Problem? Teaching the AI to Walk | AI and Games #67 AI and Games 2022-06-01 | Support AI and Games on Patreon:http://www.patreon.com/ai_and_games--Death Stranding is all about walking. The AAA walking simulator tasks players with delivering packages to isolated corners of a post-apocalyptic United States. It presents a rich and challenging environment for players to navigate, and this leads to the biggest problem developers at Kojima Productions had to tackle. How do you teach the AI to walk in a game that breaks so many conventions of how you move around the world? Let's find out!This episode is inspired by Eric Johnson's fantastic 2021 GDC post-mortem on Death Stranding.gdcvault.com/play/1027144/AI-Summit-Death-Stranding-An[00:00] Introduction[01:42] Exploring the Fundamentals[04:26] Understanding the Challenge[08:54] Achieving 'Traversal Parity'[12:34] Finding the Path[14:23] Rebuilding the World[16:05] Refining the Path[21:05] Closing[21:50] CreditsMusic in this episode is by @teknoaxe http://www.teknoaxe.comFootage for this episode is recorded from the Director's Cut version on Playstation 5.--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscord
How DOOM Eternal Redesigned Push Forward Combat | Design Dive AI and Games 2022-04-29 | In this 20th Design Dive episode we go back to one of our most popular topics: #DOOM.Following its glorious resurrection in 2016, #DOOMEternal takes the franchise into new territory. Let's explore how it revitalises the series all over again, and the big changes it makes both for good and ill.If you enjoy my DOOM videos, be sure to check out the full playlist of Design Dive and AI and Games episodes:youtube.com/watch?v=RcOdtwioEfI&list=PLokhY9fbx05ffAx5FYVSNyY3207iInGK5&ab_channel=AIandGamesChapters[00:00] Intro[01:19] Resurrection[04:47] Rage Refactored[08:29] Retaliation[12:22] Reverie[20:46] Reflection[25:59] Closing Much love to the team at @NoclipDocs for all their hard work. The complete episode of the @NoclipPodcast with Hugo Martin is a great watch and worth checking out.youtube.com/watch?v=qBHIalb01ew--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscordGet yourself an AI and Games t-shirt over on Teespring! teespring.com/stores/aiandgames#DOOM #DOOMEternal #GameDesign
The AI of DOOM (1993) | AI and Games #66 AI and Games 2022-04-28 | 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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--DOOM is one of the most important games of all time, and the AI behind it is just as impressive now as it was almost 30 years ago. In this 66(6)th episode, let's go and find out how it all works.[00:00] Intro[00:37] The AI of DOOM[02:57] Core AI Logic[08:18] Defining AI Actions[14:29] The 'See' State[18:52] Reactions[21:17] Designing Encounters[25:46] ClosingCheck out all of my #DOOM videos in this specially prepared DOOM playlist:youtube.com/playlist?list=PLokhY9fbx05ffAx5FYVSNyY3207iInGK5If you want to learn more about DOOM, check out the original source code repo on GitHub:github.com/id-Software/DOOMIf you're not a fan of reading code, I highly recommend @fcxs's fantastic Game Engine Black Book:fabiensanglard.net/gebbdoomPlus check out the wonderful IDKFA album by @AndrewHulshultOfficial. Listen to it on its own or add it to your DOOM experience (if you haven't already).moddb.com/addons/idkfa-doom-soundtrack--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscordGet yourself an AI and Games t-shirt over on Teespring! teespring.com/stores/aiandgames
Abermore (Steam): Procedurally Generated Stealth Game AI and Games 2022-03-29 | I had the pleasure of working on Abermore during the earlier phase of development. Helping to put together some basic AI systems as well as contributing to the procedural level generation system. Check it out now on Steam:store.steampowered.com/app/1569220/AbermoreAbermore is a first-person stealth RPG where players adopt the mantle of "The Unhanged Man", a legendary Robin Hood-esque figure in the strange and surprising city of Abermore, during the 18 days in a run-up to a daring heist. Every campaign is unique, daisy-chaining together robberies, across countless level variations. Each new day provides new stories to stumble into, spoils to sell on the Blackmarket, and potential collaborators to help you as you prepare for the ultimate score: "The Feast of the Lucky Few."--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscordGet yourself an AI and Games t-shirt over on Teespring! teespring.com/stores/aiandgames
Sure Footing (Steam/Xbox) - My first shipped game! AI and Games 2022-03-29 | Sure Footing was my first game! Developed as part of Table Flip Games, it was an idea that emerged courtesy of a side project I was tinkering with while teaching game development. Out now on Steam and Xbox!store.steampowered.com/app/670730/Sure_Footingxbox.com/en-GB/games/store/sure-footing/9nblggh4rmc8--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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscordGet yourself an AI and Games t-shirt over on Teespring! teespring.com/stores/aiandgames
How Townscaper Works: A Story Four Games in the Making | AI and Games #65 AI and Games 2022-03-28 | 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 via Patreon and YouTube memberships.http://www.patreon.com/ai_and_gamesyoutube.com/channel/UCov_51F0betb6hJ6Gumxg3Q/join--Townscaper is a city-building simulator powered by a clever and practical use of procedural content generation. But how does it work? In this video, we explore the inner workings of the game by revisiting the previous works of its creator Oskar Stalberg. The secret to how the game works is it's the culmination of everything else he has done to date.Special thanks to Oskar Stalberg for appearing in this episode, you can follow him on Twitter at:twitter.com/OskStaYou can play the Townscaper PC demo at:oskarstalberg.com/TownscaperIn addition to our interview, this video is inspired by the following presentations:@Konsoll 2018: Developing the Bad North Lookyoutube.com/watch?v=6JcFbivo8dQEPC2018: Wave Function Collapse in Bad Northyoutube.com/watch?v=0bcZb-SsnrA@indiecadeeurope1900 2019: Organic Towns from Square Tilesyoutube.com/watch?v=1hqt8JkYRdI@Konsoll 2021: The Story of Townscaperyoutube.com/watch?v=APIdkBwwWJI@swedengamearena4413 (Conference) 2021: Beyond Townscaperyoutube.com/watch?v=Uxeo9c-PX-w--Plus if you're interested in trying your hand at Marching Cubes, Wave Function Collapse or Quadrilateral Grids, then here are some extra links to check out!Marching Cubes video by @SebastianLagueyoutube.com/watch?v=M3iI2l0ltbEWave Function Collapse by Maxim Gumin:github.com/mxgmn/WaveFunctionCollapseWave Function Collapse Tutorial on @PROCJAMprocjam.com/tutorials/wfcModel Synthesis by Paul Merrell:paulmerrell.org/model-synthesisHexagonal Grids by Amit Patel (Red Blob Games)redblobgames.com/grids/hexagons--Chapters[00:00] Intro[01:23] What is Townscaper?[04:05] The Division, City Building & BrickBrock[08:51] Wave Function Collapse in Bad North[20:23] Quadrilateral Grids in Night Call[23:41] The Secret of Townscaper[36:20] Future Work[37:01] Closing---Plus specials thanks to my Patrons for sharing their Townscaper settlements for use in this episode. A list of all appearing towns and their timestamps is provided belowBernhard Werner:Four Islands (00:17) (38:00)Wordle Town (02:55)Happy Pie:Pie Town (00:20) (28:11) (30:17)Highpe Town (26:39)Lime Hills (28:00) (38:13)Fritids Boden (38:18)--All music in this episode is by @teknoaxehttp://www.teknoaxe.com--You can follow AI and Games on Twitter: http://www.twitter.com/AIandGamesJoin me for live streams over on Twitch:http://www.twitch.tv/aiandgamesJoin our Discord Community:bit.ly/AIandGamesDiscordGet yourself an AI and Games t-shirt over on Teespring! teespring.com/stores/aiandgames#Townscaper #IndieDev #GameDev
