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How Games Use Artificial Intelligence To Play Hide & Seek
 
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We've always had AI systems in games, but how exactly do things work when an enemy searches for you while the computer always knows where you are in the first place? Let's talk. Subscribe for more: http://youtube.com/gameranxtv
Views: 200019 gameranx
16 Games With Incredible Artificial Intelligence
 
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Artificial intelligence can make or break a video game. That is no exaggeration. Good AI can elevate average game to an excellent one, while at the same time, bad AI can turn a great concept into a poorly executed mess. Immersion, challenge, thrill, enjoyment, atmosphere- there are so many things that are dependent on a game’s AI. Which is why when we say that AI is perhaps one of the most important aspects of any modern video game, you know we’re not being hyperbolic. Just like anything else in the video games industry though, there are some developers and video games that handle artificial intelligence much better than others. Here, in this list, we’ve compiled what we feel are the sixteen games with the best AI we’ve ever seen. As always, if in any way you disagree with our selections, let us know why that is via your comments below. SUBSCRIBE FOR MORE VIDEOS: https://www.youtube.com/user/GamingBoltLive LIKE US ON FACEBOOK: https://www.facebook.com/GamingBolt-Get-a-Bolt-of-Gaming-Now-241308979564/?fref=ts FOLLOW US ON TWITTER: https://twitter.com/GamingBoltTweet
Views: 118078 GamingBolt
How Does VIDEO GAME AI Work?
 
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Artificial Intelligence, or AI, powers the behavior of every friend and foe in video games. We take a look at how they work. Subscribe for more: http://youtube.com/gameranxtv | Thumbnail: Eduardo Domínguez (https://twitter.com/EDSFOX)
Views: 899638 gameranx
AI learns to play Google Chrome Dinosaur Game || Can you beat it??
 
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Using NEAT I created an AI to play the Google Chrome Dionsaur Game, and its awesome Big thanks to Brilliant.org for supporting this channel check them out at https://www.brilliant.org/CodeBullet Become a patreon to support my future content as well as sneak peaks of whats to come. https://www.patreon.com/CodeBullet Check out my Discord server https://discord.gg/UZDMYx5
Views: 3970870 Code Bullet
AI learns to play Asteroids
 
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Using neuroevolution I trained an AI to play the game Asteroids and it nailed it. If you enjoy what I do and want more please consider supporting me on patreon https://www.patreon.com/CodeBullet Check out the source code https://github.com/Code-Bullet/AsteroidsAI music from flying tunes https://www.youtube.com/channel/UCdnkfU-V49Xpj_vNyP2BYlg songs used https://www.youtube.com/watch?v=KSN9LkWc5ks&index=21&list=PLNXt4mGJMAQrC7Q8Lnh1BhGOKcwW1gRtF https://www.youtube.com/watch?v=gd6GIz8ZILQ&list=PLNXt4mGJMAQrC7Q8Lnh1BhGOKcwW1gRtF&index=16 https://www.youtube.com/watch?v=8ZVdItaXCnY&list=PLNXt4mGJMAQrC7Q8Lnh1BhGOKcwW1gRtF&index=28
Views: 381429 Code Bullet
Artificial intelligence, video games and the mysteries of the mind | Raia Hadsell | TEDxExeterSalon
 
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Artificial intelligence could be the powerful tool we need to solve some of the biggest problems facing our world, argues Raia Hadsell. In this talk, she offers an insight into how she and her colleagues are developing robots with the capacity to learn. Their superhuman ability to play video games is just the start. Raia is a senior research scientist on the Deep Learning team at DeepMind, with a particular focus on solving robotics and navigation using deep neural networks. --- TEDxExeterSalon: From driverless cars to diagnosis of medical imaging, artificial intelligence is being heralded as the next industrial revolution. But how does AI relate to us in all our glorious complex humanity? Our first TEDxExeterSalon explored the ways in which we’ll interact with algorithmic intelligence in the near future. TEDxExeter: Now in our 7th year, TEDxExeter is Exeter’s Ideas Festival with global reach, licensed by TED and organised by volunteers who are passionate about spreading great ideas in our community. More information: http://www.tedxexeter.com Production: http://www.youtube.com/familygamertv Filming: http://firstsightmedia.co.uk/ Raia Hadsell is a research scientist on the Deep Learning team at DeepMind. She moved to London to join DeepMind in early 2014, feeling that her fundamental research interests in robotics, neural networks, and real world learning systems were well-aligned with the agenda of Demis, Shane, Koray, and other members of the original team. Raia’s research at DeepMind focuses on a number of fundamental challenges in AGI, including continual and transfer learning, deep reinforcement learning, and neural models of navigation. Raia came to AI research obliquely. After an undergraduate degree in religion and philosophy from Reed College, she veered off-course (on-course?) and became a computer scientist. Raia’s PhD with Yann LeCun, at NYU, focused on machine learning using Siamese neural nets (often called a ‘triplet loss’ today) and on deep learning for mobile robots in the wild. Her thesis, ‘Learning Long-range vision for offroad robots’, was awarded the Outstanding Dissertation award in 2009. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx
Views: 7499 TEDx Talks
What Makes Good AI? | Game Maker's Toolkit
 
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When we talk about good AI, we often think about highly efficient and aggressive enemies in shooters like FEAR and Halo. But surely there's more to good artificial intelligence than this? Follow me on Twitter - https://twitter.com/britishgaming Follow Game Maker's Toolkit on Tumblr - http://gamemakerstoolkit.tumblr.com Support Game Maker's Toolkit on Patreon - https://www.patreon.com/GameMakersToolkit Sources The Illusion of Intelligence | Bungie http://halo.bungie.org/misc/gdc.2002.haloai/talk.html New Doom's deceptively simple design | Gamasutra http://www.gamasutra.com/view/news/295254/Make_me_think_make_me_move_New_Dooms_deceptively_simple_design.php The Secrets Of Enemy AI In Uncharted 2 | Gamasutra http://www.gamasutra.com/view/feature/134566/the_secrets_of_enemy_ai_in_.php The Systemic AI of Far Cry | AI & Games https://youtu.be/Q7of5BPmiUs Arkham Intelligence | AI & Games https://youtu.be/Oz04rH542l8 The Artificial Intelligence of Halo 2 | HowStuffWorks http://electronics.howstuffworks.com/halo2-ai.htm [ZIP] Designing to Promote Intentional Play | Clint Hocking http://clicknothing.typepad.com/Design/hockingc_GDC06_Intentionality.zip The Perfect Organism: The AI of Alien: Isolation | AI & Games https://www.youtube.com/watch?v=Nt1XmiDwxhY [PDF] The AI Systems of Left 4 Dead | Valve http://www.valvesoftware.com/publications/2009/ai_systems_of_l4d_mike_booth.pdf Toru Iwatani Interview | MameWorld http://www.mameworld.info/net/pacman/interview/interview1.html Uncharted 4 is not as scripted as you might think | GamesIndustry.biz http://www.gamesindustry.biz/articles/2016-11-04-uncharted-4-not-as-scripted-as-you-might-think Find Out More [PDF] Three States and a Plan | MIT Media Lab http://alumni.media.mit.edu/~jorkin/gdc2006_orkin_jeff_fear.pdf Managing Complexity in Halo 2 | GDC http://www.gdcvault.com/play/1020270/Managing-Complexity-in-the-Halo Modeling AI Perception and Awareness in Splinter Cell: Blacklist | GDC http://www.gdcvault.com/play/1020436/Modeling-AI-Perception-and-Awareness Understanding Pac-Man Ghost Behavior | GameInternals http://gameinternals.com/post/2072558330/understanding-pac-man-ghost-behavior Drivatar in Forza Motorsport | Microsoft Research https://web.archive.org/web/20160302162556/http://research.microsoft.com:80/en-us/projects/drivatar/forza.aspx MGS V Enemies Response System Guide | SegmentNext http://segmentnext.com/2015/09/05/mgsv-phantom-pain-enemies-response-system-defense-vehicles-guide/ How Prompto's AI-drive selfie system in Final Fantasy XV was built | Gamasutra http://www.gamasutra.com/view/news/292883/How_Promptos_AIdriven_selfie_system_in_Final_Fantasy_XV_was_built.php Further Reading / Viewing: Laments on Half-Life 2's AI and balance | Joe Wintergreen https://www.youtube.com/watch?v=OsDM7GKb0xU Game Development Myths: Players Want Smart Artificial Intelligence | Ask a Game Dev http://askagamedev.tumblr.com/post/76972636953/game-development-myths-players-want-smart Games shown in this episode (in order of appearance): F.E.A.R. (Monolith Productions, 2005) Halo 2 (Bungie, 2004) Half-Life (Valve Corporation, 1998) Halo: Combat Evolved (Bungie, 2001) DOOM (id Software, 2016) Alien: Isolation (The Creative Assembly, 2014) Batman: Arkham Asylum (Rocksteady Studios, 2009) Waking Mars (Tiger Style, 2012) Final Fantasy XV (Square Enix, 2016) The Legend of Zelda: Breath of the Wild (Nintendo, 2017) Splinter Cell: Blacklist (Ubisoft Toronto, 2013) Metal Gear Solid V: The Phantom Pain (Kojima Productions, 2015) The Elder Scrolls V: Skyrim (Bethesda Game Studios, 2011) Uncharted 2: Among Thieves (Naughty Dog, 2009) Far Cry 4 (Ubisoft Montreal, 2014) The Swindle (Size Five Games, 2015) Mark of the Ninja (Klei Entertainment, 2012) Pac-Man (Namco, 1980) Civilization V (Firaxis Games, 2010) Far Cry 2 (Ubisoft Montreal, 2008) Vanquish (PlatinumGames, 2010) Hitman (iO Interactive, 2016) Spelunky (Derek Yu, 2012) BioShock (Irrational Games, 2007) Prey (Arkane Studios, 2017) Middle-earth: Shadow of Mordor (Monolith Productions, 2014) Killer Instinct (Double Helix Games, 2013) Forza Motorsport 6 (Turn 10 Studios, 2015) Left 4 Dead (Turtle Rock / Valve, 2008) Rain World (Videocult, 2017) S.T.A.L.K.E.R.: Shadow of Chernobyl (GSC Game World, 2007) BioShock Infinite (Irrational Games, 2013) The Last Guardian (genDesign, 2016) Event[0] (Ocelot Society, 2016) Half-Life 2 (Valve Corporation, 2004) The Last of Us (Naughty Dog, 2013) Uncharted 4: A Thief's End (Naughty Dog, 2016) Music used in this episode: 00:00 - Into the Red (Waking Mars) 02:25 - Title Screen (Please, Don't Touch Anything) 03:20 - Screen OFF (Please, Don't Touch Anything) 05:35 - Black Hole (Please, Don't Touch Anything) 06:46 - Reverse (Please, Don't Touch Anything) 07:54 - Language (Please, Don't Touch Anything) 10:32 - Judegment (Please, Don't Touch Anything) 11:44 - Ruins (Please, Don't Touch Anything) 13:31 - Into the Red (Waking Mars)
Views: 712873 Mark Brown
8 Most Intelligent NPCs in Games That Are Like Real People
 
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Non Playable Characters, also known as NPCs, are a core element that make many gameplay scenarios work and feel natural. The AI system of a video game has to be good enough to render credible scenarios populated with viable, lifelike characters that can act in an organic way as if they were living beings and not just lines of code. And because the most memorable characters are the ones with spunk, we made a list with 8 games that have the most unique and intelligent NPCs. http://www.fraghero.com http://www.facebook.com/fraghero
Views: 119691 FragHero
Artificial Intelligence (for Games) in a Minute
 
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If you have absolutely no idea how you would go about making an AI for a game, here is a one-minute version of one of the most basic, core concepts. Hopefully this gets you in the right direction! I'm planning on many more videos on this topic, so this isn't all there is to it! If you have any interesting ideas, comments or questions, submit them here for my upcoming Q&A video: https://goo.gl/B1kc0X Twitter: https://twitter.com/TheHappieCat Facebook: https://www.facebook.com/TheHappieCat/
Views: 39976 TheHappieCat
How to Make an Amazing Video Game Bot Easily
 
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Only a few days left to signup for my Decentralized Applications course! https://www.theschool.ai In this video, we first go over the history of video game AI, then I introduce OpenAI's Universe, which lets you build a bot that can play thousands of different video games. It has environments for all sorts of games, from Space Invaders, to Grand Theft Auto, to Protein folding simulations. CODING CHALLENGE DUE DATE: Thursday, December 15th. (which is 2 weeks, not 1 week from now like usual) The coding challenge for this video is to make a bot that's better than this video's demo code. Post your Github link in the comments! For your README, just include a 1-3 sentence description of your strategy and instructions on how to run the code.The demo code can be found in the README of the Universe repo. : https://github.com/openai/universe And a Tensorflow based starter bot can be found here: https://github.com/openai/universe-starter-agent Some great learning resources: https://www.nervanasys.com/openai/ http://karpathy.github.io/2016/05/31/rl/ http://kvfrans.com/simple-algoritms-for-solving-cartpole/ https://kofzor.github.io/Reinforcement_Learning_101/ Join other Wizards on our Slack channel: https://wizards.herokuapp.com/ OpenAI asked me to make this video and I gladly said yes. They are awesome!! Please subscribe! And like and comment. That's what keeps me going. And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Views: 218656 Siraj Raval
MarI/O - Machine Learning for Video Games
 
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MarI/O is a program made of neural networks and genetic algorithms that kicks butt at Super Mario World. Source Code: http://pastebin.com/ZZmSNaHX "NEAT" Paper: http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf Some relevant Wikipedia links: https://en.wikipedia.org/wiki/Neuroevolution https://en.wikipedia.org/wiki/Evolutionary_algorithm https://en.wikipedia.org/wiki/Artificial_neural_network BizHawk Emulator: http://tasvideos.org/BizHawk.html SethBling Twitter: http://twitter.com/sethbling SethBling Twitch: http://twitch.tv/sethbling SethBling Facebook: http://facebook.com/sethbling SethBling Website: http://sethbling.com SethBling Shirts: http://sethbling.spreadshirt.com Suggest Ideas: http://reddit.com/r/SethBlingSuggestions Music at the end is Cipher by Kevin MacLeod
Views: 6837570 SethBling
The AI Gaming Revolution
 
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Artificial intelligences that play abstract, strategic board games have come a long way, but how do their "brains" work? Hosted by: Hank Green ---------- Support SciShow by becoming a patron on Patreon: https://www.patreon.com/scishow ---------- Dooblydoo thanks go to the following Patreon supporters -- we couldn't make SciShow without them! Shout out to Kevin Bealer, Justin Lentz, Mark Terrio-Cameron, Patrick Merrithew, Accalia Elementia, Fatima Iqbal, Benny, Kyle Anderson, Mike Frayn, Tim Curwick, Will and Sonja Marple, Philippe von Bergen, Chris Peters, Kathy Philip, Patrick D. Ashmore, Thomas J., charles george, and Bader AlGhamdi. ---------- Like SciShow? Want to help support us, and also get things to put on your walls, cover your torso and hold your liquids? Check out our awesome products over at DFTBA Records: http://dftba.com/scishow ---------- Looking for SciShow elsewhere on the internet? Facebook: http://www.facebook.com/scishow Twitter: http://www.twitter.com/scishow Tumblr: http://scishow.tumblr.com Instagram: http://instagram.com/thescishow ---------- Sources: http://www.aaai.org/ojs/index.php/aimagazine/article/view/1848/1746 http://www.sciencedirect.com/science/article/pii/S0004370201001291 http://www.usgo.org/brief-history-go http://www.theatlantic.com/technology/archive/2016/03/the-invisible-opponent/475611/ http://journals.lww.com/neurosurgery/Fulltext/2016/06000/Ready_or_Not,_Here_We_Go___Decision_Making.2.aspx https://www-03.ibm.com/ibm/history/exhibits/mainframe/mainframe_PP704.html http://www.welivesecurity.com/2010/12/29/what-are-heuristics/ http://www.cs.bham.ac.uk/~jxb/IAI/w7.pdf http://www.readcube.com/articles/10.1038/nature14541?r3_referer=nature Images: https://commons.wikimedia.org/wiki/File:Chatbot.jpg https://commons.wikimedia.org/wiki/File:IBM_Electronic_Data_Processing_Machine_-_GPN-2000-001881.jpg https://commons.wikimedia.org/wiki/File:IBM_729_tape_drives.agr.jpg https://commons.wikimedia.org/wiki/File:Opening_chess_position_from_black_side.jpg https://commons.wikimedia.org/wiki/File:Kasparov-26.jpg https://commons.wikimedia.org/wiki/File:Deep_Blue.jpg https://commons.wikimedia.org/wiki/File:Go_game.jpg https://commons.wikimedia.org/wiki/File:Blank_Go_board.png https://commons.wikimedia.org/wiki/File:Chess_Board.svg https://commons.wikimedia.org/wiki/File:Antlia_Dwarf_PGC_29194_Hubble_WikiSky.jpg https://commons.wikimedia.org/wiki/File:Go_game_(2094497615).jpg https://commons.wikimedia.org/wiki/File:FloorGoban.JPG https://commons.wikimedia.org/wiki/File:Lee_Se-dol_2012.jpg
Views: 591992 SciShow
QWOP AI Runs 100m
 
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I made a reinforcement learning AI that learns to beat QWOP by rewarding itself when it makes progress and punishing itself when it doesn't. If you post a video response of a faster AI, you'll be featured on my new computer science Facebook page, Paradoxical! https://www.facebook.com/para.oxical/ No AIs were harmed during the filming process. Time: 8:23 Source code: https://github.com/qema/qwop-ai
Views: 132923 Andrew Wang
The AI of Alien: Isolation | AI and Games
 
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http://www.patreon.com/ai_and_games http://www.aiandgames.com We sneak a peek under the hood of survival horror game 'Alien: Isolation' and explore how developers Creative Assembly pulled it off. We highlight the design principles established (and broken) in the production of Alien: Isolation, as well as some of the more interesting implementation details made within the Xenomorph's layered AI system. -- Inspired by Andy Bray's 2016 talk "It's in the Vents: The AI of Alien Isolation" http://events.nucl.ai/track/systemic/ Opening track: "Scaring the Bejeezus Out of Your Orchestra" by TeknoAXE: http://www.youtube.com/watch?v=YF0F1fqgpPg Licensed under a Creative Commons Attribution 4.0 International License
Views: 540065 AI and Games
Artificial Intelligence plays Call Of Duty (with commentary)
 
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here is the original video published 3 years ago without the commentary: https://youtu.be/_dJfpvM1bd8 The most important topic regarding modern Artificial intelligence is the robot's ability to do recursive tasks. Opening a door or baking a cake or doing any human task requires recursive tasks. For example, when you open a door there are many recursive sub-tasks you must do, such as having the key, or turning the door knob. My AI program uses movie sequences called pathways to store life experiences. Therefore, recursive tasks are stored as linear possibilities. This way, I don't have to pre-define rules or goals or procedures into the robot's brain. When I filed my patents and books starting from 2006, my goal was to design a robot with human level AI. The benchmark i used to test the robot's cognitive skills and abilities is to let it play video games. If my robot can play every video game in the world, then it has achieved intelligence at a human-level. In my first patent filed in 2006 (priority), I used the popular video game, Zelda to demonstrate my robots intelligence. I chose this game because it is very complex and requires at least a 6th grade level intelligence to beat. If the robot can play Zelda it can essentially play any video game. The important thing is that I tried to demonstrate how my robot does recursive tasks. While the robot is managing multiple tasks, it's also doing other things like: 1. navigate in an unknown environment 2. attack enemies 3. generate common sense knowledge. 4. solve problems. 5. do induction and deduction reasoning. 6. do multiple recursive tasks. 7. read and understand natural language. 8. identify objects and generate logical facts. etc. The A.I. is playing this call of duty game for the first time and is using a general pathway to play the game. Since this is the first time, the robot doesn't understand the rules, goals, or procedures of the game. He uses common sense knowledge and logical reasoning to discover the objectives and rules of the game. In other words, the robot is using logical and reasoning to discover recursive tasks. This video was made over 3 years ago and this is the first time I'm trying to explain how and why the robot makes decisions in the game. And the content in this video is based on 8 patents and 5 books filed from 2006-2007. the data structure to Human-Level AI: https://youtu.be/KEyPzMi8wts website: http://www.humanlevelartificialintelligence.com tags: call of duty, ai plays call of duty, human level artificial intelligence, ai, artificial intelligence, artificial general intelligence, true ai, strong ai, human level ai, cognitive science, ai plays video game, robot plays video game, agi, digital human brain, human intelligence, human brain, human mind, human thought, ai plays role playing games, ai play rpg.
Views: 13574 electronicdave2
Google DeepMind's Deep Q-learning playing Atari Breakout
 
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Google DeepMind created an artificial intelligence program using deep reinforcement learning that plays Atari games and improves itself to a superhuman level. It is capable of playing many Atari games and uses a combination of deep artificial neural networks and reinforcement learning. After presenting their initial results with the algorithm, Google almost immediately acquired the company for several hundred million dollars, hence the name Google DeepMind. Please enjoy the footage and let me know if you have any questions regarding deep learning! ______________________ Recommended for you: 1. How DeepMind's AlphaGo Defeated Lee Sedol - https://www.youtube.com/watch?v=a-ovvd_ZrmA&index=58&list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e 2. How DeepMind Conquered Go With Deep Learning (AlphaGo) - https://www.youtube.com/watch?v=IFmj5M5Q5jg&index=42&list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e 3. Google DeepMind's Deep Q-Learning & Superhuman Atari Gameplays - https://www.youtube.com/watch?v=Ih8EfvOzBOY&index=14&list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e Subscribe if you would like to see more content like this: http://www.youtube.com/subscription_center?add_user=keeroyz - Original DeepMind code: https://sites.google.com/a/deepmind.com/dqn/ - Ilya Kuzovkin's fork with visualization: https://github.com/kuz/DeepMind-Atari-Deep-Q-Learner - This patch fixes the visualization when reloading a pre-trained network. The window will appear after the first evaluation batch is done (typically a few minutes): http://cg.tuwien.ac.at/~zsolnai/wp/wp-content/uploads/2015/03/train_agent.patch - This configuration file will run Ilya Kuzovkin's version with less than 1GB of VRAM: http://cg.tuwien.ac.at/~zsolnai/wp/wp-content/uploads/2015/03/run_gpu - The original Nature paper on this deep learning technique is available here: http://www.nature.com/nature/journal/v518/n7540/full/nature14236.html - And some mirrors that are not behind a paywall: http://www.cs.swarthmore.edu/~meeden/cs63/s15/nature15b.pdf http://diyhpl.us/~nmz787/pdf/Human-level_control_through_deep_reinforcement_learning.pdf Web → https://cg.tuwien.ac.at/~zsolnai/ Twitter → https://twitter.com/karoly_zsolnai
Views: 838043 Two Minute Papers
A.I. vs A.I. - Will They Fight or Cooperate?
 
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Google DeepMind pits Artificial Intelligence against Artificial Intelligence into 2 games to see if they fight or cooperate Game 1: Gathering gameplay Two A.I. players are collecting apples(green) They may zap each other with a laser beam to temporarily remove another from the game Conclusion: when apples were in plentiful supply - They(Players) didn’t zap each other But, when stocks dwindled - the amount of zapping increased And the cleverer AI - zaps more aggressively Game 2: Wolfpack gameplay (Red) wolves chase the blue dot while avoiding (grey) obstacles.G Conclusion The cleverer the AI player, the more likely it was to cooperate with other players. Because learning to work with the other player to track and herd the prey requires more computational power
Views: 1803053 Future Lab
How "Smart" AI (Basically) Works in Games (Goal Oriented Action Planning)
 
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In this video, we look at how simple AI systems work, and how we can create "smarter" AI that create and execute plans. We'll learn how to code a modified form of the GOAP AI in a future programming tutorial. This month's dev challenge theme is artificial intelligence! Head over here for more information: https://www.reddit.com/r/TheHappieMakers/comments/4sxqg5/game_dev_challenge_artificial_intelligence/ My second channel! https://www.youtube.com/c/TheHappierCat2 Ask questions in the subreddit: https://www.reddit.com/r/TheHappieMakers/ Find me on Twitter: https://twitter.com/TheHappieCat Or Facebook: https://www.facebook.com/TheHappieCat/ And sometimes Twitch: twitch.tv/happiecat Resources from this video: Jeff Erickson's Algorithms Notes: http://jeffe.cs.illinois.edu/teaching/algorithms/ Jeff Orkin's GDC Paper on F.E.A.R. and GOAP: http://alumni.media.mit.edu/~jorkin/gdc2006_orkin_jeff_fear.pdf Food example adapted from this repository's implementation of GOAP: https://github.com/sploreg/goap Behavior tree diagram from: http://www.gamasutra.com/blogs/ChrisSimpson/20140717/221339/Behavior_trees_for_AI_How_they_work.php Gameplay clips used from Youtube users: ElectroEthan, Dante XII, NintenU, World of Longplays, SaikyoMog, Seanleeuw I do not own resources used in this video. They are used under fair use. Stay happie :)
Views: 268659 TheHappieCat
Artificial Intelligence Research in Games [AI & Games Lecture #1]
 
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The first in a multi-part series of public lectures on AI in games. Recorded on 20th October 2014 at the University of Derby. In this first video, we detail some of the most interesting work in using video games as benchmarks within the AI research community. This is largely focussed on four competition benchmarks: - The Ms. Pac-Man Competition - The Mario AI Competition - The 2K BotPrize - The Starcraft AI Competition Full credit must be given to the following authors of videos used in this presentation: "Ms. Pac-Man AI - ICE Pambush 3" (RTNO1) https://www.youtube.com/watch?v=Zo0YujjX1PI "ICEP-IDDFS (Ms. Pac-Man) vs Memetix (Ghosts)" (RTNO1) https://www.youtube.com/watch?v=Zo0YujjX1PI "Infinite Mario AI - Long Level" (Robin Baumgarten) https://www.youtube.com/watch?v=DlkMs4ZHHr8 "Infinite Mario AI vs Hard Level" (UCSCweber) https://www.youtube.com/watch?v=V06nEHw70b4 "CIG 2010 Level Generator Entry" (UCSCweber) https://www.youtube.com/watch?v=8Eu8sRV2yd4&index=46 "BotPrize Video" (Sean Williams) https://www.youtube.com/watch?v=mUNfjMDhCpM "2012 AIIDE StarCraft AI Competition - Highlight Reel" (serendib7) https://www.youtube.com/watch?v=jYzSffdvvwo The remaining videos have all been crafted by myself. More videos and articles on work in Ms. Pac-Man and Super Mario can be found at the following links: "The Mario AI Competition": http://www.patreon.com/creation?hid=614578 "What's the Deal with Pac-Man?": http://www.patreon.com/creation?hid=614536 For those interested in a copy of the slides (without videos), they can be found at: https://t2thompson.files.wordpress.com/2015/02/part-1-ai-research-in-video-games-minus-video.pptx
Views: 17204 AI and Games
Top 10 Video Games With The Worst AI
 
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Intelligence isn’t a good word to describe what we dealt with in these games. Join http://www.watchmojo.com as we countdown our picks for the Top 10 Video Games with the Worst A.I.Check us out at http://www.Twitter.com/WatchMojo, http://instagram.com/watchmojo and http://www.Facebook.com/WatchMojo Check out the voting page here, http://watchmojo.com/suggest/Top+10+stupidest+AI+in+Video+Games If you want to suggest an idea for a WatchMojo video, check out our interactive Suggestion Tool at http://www.WatchMojo.com/suggest :) We have T-Shirts! Be sure to check out http://www.WatchMojo.com/store for more info. WatchMojo is a leading producer of reference online video content, covering the People, Places and Trends you care about. We update DAILY with 2-3 Top 10 lists, Origins, Biographies, Versus clips on movies, video games, music, pop culture and more!
Views: 2883529 WatchMojo.com
Game AI - Funtelligence - Extra Credits
 
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Games often advertise their complex AI, but in truth, offering a wide variety of simple NPC behaviors unique to each enemy often feels more engaging AND challenging to the player than putting them through multiple hours of facing a bunch of NPCs operating on the same AI behavior tree. Subscribe for more episodes every Wednesday! http://bit.ly/SubToEC ___________ Get your Extra Credits gear at the store! http://bit.ly/ExtraStore Play games with us on Extra Play! http://bit.ly/WatchEXP Watch more episodes from this season of Extra Credits! https://www.youtube.com/watch?v=MzZ2IphdFGw&index=1&list=PLhyKYa0YJ_5Ab3f-7_XnNdtnplGxaF81D Thanks for participating in this week's discussion! We want you to be aware of our community posting guidelines so that we can have high-quality conversations: https://goo.gl/HkzwQh Contribute community subtitles to Extra Credits: http://www.youtube.com/timedtext_cs_panel?c=UCCODtTcd5M1JavPCOr_Uydg&tab=2 Talk to us on Twitter (@ExtraCreditz): http://bit.ly/ECTweet Follow us on Facebook: http://bit.ly/ECFBPage Get our list of recommended games on Steam: http://bit.ly/ECCurator ___________ Would you like James to speak at your school or organization? For info, contact us at: contact@extra-credits.net ___________ ♪ Intro Music: "Penguin Cap" by CarboHydroM http://bit.ly/1eIHTDS ♪ Outro Music: “Errorize” by timaeus222 https://www.youtube.com/watch?v=94eK7kKhJZ8
Views: 415971 Extra Credits
Artificial Intelligence in Google's Dinosaur (English Sub)
 
31:23
Link for the code: https://github.com/ivanseidel/IAMDinosaur This is a project made for my university, using a Neural Network and Genetic Algorithm to teach Google's dinosaur from Chrome to jump cactus without dying so easily. All the implementation was using Node.js, and the game was not modified to allow interaction with the game, instead, I used pixel readings and virtual key presses from Node.js. Presentation: I normally use Apple's Keynote to make presentations and record it livelly with my screen. Music: It's my own composition and improvisation. Link: https://soundcloud.com/ivan-seidel/at-night-with-headphones
Views: 1132164 Ivan Seidel
Elon Musk’s A.I. Destroys Champion Gamer!
 
10:23
Subscribe here: https://goo.gl/9FS8uF Check out the previous episode: https://www.youtube.com/watch?v=VadUK8-5OSA Become a Patreon!: https://www.patreon.com/ColdFusion_TV Hi, welcome to ColdFusion (formerly known as ColdfusTion). Experience the cutting edge of the world around us in a fun relaxed atmosphere. Sources: Dota 2 Championship: https://www.youtube.com/watch?v=92tn67YDXg0 Demis Hassabis Talk: https://www.youtube.com/watch?v=Ia3PywENxU8 https://blog.openai.com/robots-that-learn/ http://www.dailystar.co.uk/tech/gaming/637125/Paris-2024-Olympic-Games-eSports-Call-of-Duty-Overwatch-DOTA-Paris-IOC www.theverge.com/platform/amp/2017/8/11/16137388/dota-2-dendi-open-ai-elon-musk https://www.theverge.com/2017/5/16/15648158/openai-elon-musk-robotics-ai-one-shot-imitation-learning //Soundtrack// 1:00 Sinoptik Music - Don't Leave Me (Original Mix) 3:19 Uppermost - Machine Code 4:20 Grifta – Dawn 7:10 Valotihkuu - First Light 9:07 Scullious - Meant To Be » Google + | http://www.google.com/+coldfustion » Facebook | https://www.facebook.com/ColdFusionTV » My music | http://burnwater.bandcamp.com or » http://www.soundcloud.com/burnwater » https://www.patreon.com/ColdFusion_TV » Collection of music used in videos: https://www.youtube.com/watch?v=YOrJJKW31OA Producer: Dagogo Altraide » Twitter | @ColdFusion_TV
Views: 1574134 ColdFusion
Games By ANGELINA, the AI Game Designer | AI and Games
 
22:37
Learn more about this video and a behind-the-scenes interview on Patreon: http://www.patreon.com/posts/14853642/ Support my videos on Patreon: http://www.patreon.com/ai_and_games Tip Me At: http://www.paypal.me/AIandGames Like AI and Games on Facebook: http://www.facebook.com/AIandGames Follow me on Twitter: http://www.twitter.com/AIandGames -- In this case study I take a look at the ongoing development of ANGELINA: a computationally creative AI system that designs video games. We take a look at how it started out, how it works, the games it has made and the artistic phases the system has went through with each version of its release. -- You can follow ANGELINA's creator, Michael Cook, over on twitter: http://www.twitter.com/mtrc Play ANGELINA's game on their website: http://www.gamesbyangelina.org Learn more about the PROCJAM event at: http://www.procjam.com http://www.twitter.com/procjam Check out Mike's new YouTube series: Possibility Space. http://www.youtube.com/watch?v=y-3xJ86zNaQ You can also follow PROCJAM co-organiser Jupiter Hadley on Twitter: http://www.twitter.com/Jupiter_Hadley Be sure to check out Jupiter's YouTube channel where (at the time of this video) she has played over 22,000 game jam games. https://www.youtube.com/user/JupCraftGaming Finally, Jupiter's YouTube work is also supported by good people over on patreon: http://www.patreon.com/Jupiter_Hadley -- Music in this video by TeknoAxe: http://www.teknoaxe.com http://www.youtube.com/user/teknoaxe http://www.patreon.com/TeknoAxe "The Infinite" "Stellar Findings" "Frostbitten Sunrise"
Views: 5130 AI and Games
MOBA's and the Future of AI Research | AI and Games
 
16:29
AI and Games is a crowdfunded show and needs your support. You can help fund this series on Paypal, KoFi and Patreon (where you can get access to additional content). http://www.paypal.me/AIandGames http://www.ko-fi.com/AIandGames http://www.patreon.com/ai_and_games You can follow AI and Games on Facebook and Twitter: http://www.facebook.com/AIandGames http://www.twitter.com/AIandGames Learn more about the making of this video on Patreon. https://www.patreon.com/ai_and_games A written version of this video is available on both AIandGames.com and Medium: https://medium.com/@t2thompson/are-mobas-the-future-of-ai-research-de17000d2210 https://aiandgames.com/ai-research-moba/ -- Multiplayer Online Battle Arena's (MOBAs) are one of the biggest genres in modern gaming. I take a look at the potential MOBAs have to become the next big thing in AI research and some of the work that's already been achieved in academia and corporate R&D. -- Research papers highlighted in this video: Off The Beaten Lane: AI Challenges In MOBAs Beyond Player Control Michael Cook, Adam Summerville & Simon Colton https://arxiv.org/pdf/1706.03122.pdf Draft-Analysis of the Ancients: Predicting Draft Picks in DotA 2 Using Machine Learning Adam Summerville, Michael Cook & Ben Steenhuisen https://aaai.org/ocs/index.php/AIIDE/AIIDE16/paper/view/14075 Data-driven Recommendation Systems for Multiplayer Online Battle Arenas Rohit Bhattacharya & Azwad Sabik http://azwadsabik.com/projects/representation_learning_report.pdf Skill-Based Differences in Spatio-Temporal Team Behavior in Defence of The Ancients 2 (DotA 2) Anders Drachen, Matthew Yancey, John Maguire, Derrek Chu, Iris Yuhui Wang, Tobias Mahlmann, Matthias Schubert & Diego Klabjan https://arxiv.org/ftp/arxiv/papers/1603/1603.07738.pdf Esports Analytics Through Encounter Detection Matthias Schubert, Anders Drachen & Tobias Mahlmann http://www.sloansportsconference.com/wp-content/uploads/2016/02/1458.pdf Identifying Patterns in Combat that are Predictive of Success in MOBA Games Pu Yang, Brent Harrison & David L. Roberts https://ciigar.csc.ncsu.edu/files/bib/Yang2014-MOBASucessPatterns.pdf -- Music in this episode (in order of appearance): "Welcome to the Jungle" by Guns 'N' Roses. "The International Hero Selection Music" from the DOTA 2 Soundtrack. "Varus As We Fall" from the League of Legends Soundtrack "Pre-Game" from the DOTA2 Soundtrack "Legends Never Die" from the League of Legends Soundtrack
Views: 3948 AI and Games
AI learns to play snake using Genetic Algorithm and Deep learning
 
06:43
Using a neural network and the genetic algorithm I trained an AI to play snake. Time Passing By by Audionautix is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Artist: http://audionautix.com/
Views: 1330597 Code Bullet
AI's Game Playing Challenge - Computerphile
 
20:01
AlphaGo is beating humans at Go - What's the big deal? Rob Miles explains what AI has to do to play a game. What on Earth is Recursion?: https://youtu.be/Mv9NEXX1VHc Object Oriented Programming: https://youtu.be/KyTUN6_Z9TM Mixed Reality Continuum: https://youtu.be/V4qxfFPgqdc AI Playlist: AI Playlist: https://www.youtube.com/playlist?list=PLzH6n4zXuckoewGfo3a6ShFS3zPKndPd3 Many thanks to Nottingham Hackspace for providing the location and being downright awesome Easter Egg: https://youtu.be/B8CujhUwVic http://www.facebook.com/computerphile https://twitter.com/computer_phile This video was filmed and edited by Sean Riley. Computer Science at the University of Nottingham: http://bit.ly/nottscomputer Computerphile is a sister project to Brady Haran's Numberphile. More at http://www.bradyharan.com
Views: 364680 Computerphile
AI 101 - Learning Artificial Intelligence Through Video Games
 
05:13
Welcome to the AI 101 series, which is focussed on introducing artificial intelligence methods through video games. Before we get started, I want to introduce you to the series and discuss some important things we need to cover, before it gets underway! This video accompanies the written piece on my website: http://aiandgames.com/ai-101-introduction/ No copyright is claimed for the game footage, images and music, to the extent that material may appear to be infringed, I assert that such alleged infringement is permissible under fair use principles in copyright laws. If you believe material has been used in an unauthorized manner, please contact me.
Views: 16815 AI and Games
Build a Game AI - Machine Learning for Hackers #3
 
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Only a few days left to signup for my Decentralized Applications course! https://www.theschool.ai This video will get you up and running with your first game AI in just 10 lines of Python. The AI can theoretically learn to master any game you train it on, but has only been tested on 2D Atari games so far. The code for this video is here: https://github.com/llSourcell/Game-AI I created a Slack channel for us, sign up here: https://wizards.herokuapp.com/ Tensorflow install instructions here: https://www.tensorflow.org/versions/r0.8/get_started/os_setup.html#pip-installation Gym install instructions here: https://gym.openai.com/docs Great course on the brain (I really love this course): https://www.mcb80x.org/ Original Deep Q Learner Paper: https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf Lots of info on convolutional neural networks: http://cs231n.github.io/convolutional-networks/ Lots of info on reinforcement learning: http://www.nervanasys.com/demystifying-deep-reinforcement-learning/ I'm a fan of www.fomoro.com for cloud GPU computing since they are the only free-to-try cloud GPU provider I could find. Let me know if you find another! I love you guys! Thanks for watching my videos, I do it for you. I left my awesome job at Twilio and I'm doing this full time now. I recently created a Patreon page. If you like my videos, feel free to help support my effort here!: https://www.patreon.com/user?ty=h&u=3191693 Much more to come so please subscribe, like, and comment. Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Views: 89693 Siraj Raval
Game Playing
 
44:07
Artificial Intelligence by Prof. Deepak Khemani,Department of Computer Science and Engineering,IIT Madras.For more details on NPTEL visit http://nptel.ac.in
Views: 7254 nptelhrd
NES AI Learnfun & Playfun, ep. 2: Zelda, Punch-Out, stocks, etc.
 
22:34
Six more games played by Learnfun & Playfun; some good, some not so good. This is a pair of programs I wrote that learn to play Nintendo games using an amusingly simple technique. For the technical details, downloads, and more videos, see: http://tom7.org/mario/ Continue with episode 3: http://www.youtube.com/watch?v=Q-WgQcnessA
Views: 357367 suckerpinch
Flappy Bird - Mashine Learning - Over 2000000 Points After 86 Generations
 
04:47
Program learns to play Flappy Bird by machine learning Over 2 Million Points after couple of hours. play: https://xviniette.github.io/FlappyLearning/ github: https://github.com/xviniette/FlappyLearning
Views: 294759 Lets Play
AI Evolved - artificial intelligence for games
 
02:39
AI-Evolved is my first working version of a new system to automatically create artificial intelligence. It uses an evolutionary algorithm to evolve a neural networks that can control any kind of character. I will use this technology in my game Testank to create opponents that behave differently in every game. While the players play the game they train the AI and thus keep producing newer, stronger AI! A ranking system will rank players and AI to make sure everyone gets an interesting opponent.
Views: 9588 because why not?
6. Search: Games, Minimax, and Alpha-Beta
 
48:17
MIT 6.034 Artificial Intelligence, Fall 2010 View the complete course: http://ocw.mit.edu/6-034F10 Instructor: Patrick Winston In this lecture, we consider strategies for adversarial games such as chess. We discuss the minimax algorithm, and how alpha-beta pruning improves its efficiency. We then examine progressive deepening, which ensures that some answer is always available. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu
Views: 209091 MIT OpenCourseWare
🖥️ WRITING MY FIRST MACHINE LEARNING GAME! (1/4)
 
10:02
Never thought this day would come where I was writing my own Machine Learning Neural Network Projects... prepare to have SOME FUN! SUBSCRIBE FOR MORE SEFD SCIENCE: http://sefdstuff.com/science Table Of Contents ----- 0:00 - Intro 0:10 - My AI Story 1:58 - Starting point 2:16 - Introducing Forrest 2:35 - Discovering Forrest's Problem 3:20 - How the joystick works 3:59 - Exploring our A.I. options 4:47 - Monster Boss Battle Course 4:53 - Recap on whats going on 5:40 - Setting up our inputs 6:30 - Our Neural Network structure & how it works 8:11 - Inputting our Neural Network into Forrest 8:56 - Conclusion Please follow me on social networks: twitter: http://sefdstuff.com/twitter instagram: http://sefdstuff.com/insta reddit: https://www.reddit.com/r/SEFDStuff/ facebook: http://sefdstuff.com/faceb Music ----- Coming soon REMEMBER TO ALWAYS FEED YOUR CURIOSITY
Views: 395646 Jabrils
An AI tried to play mario... This is the result
 
05:38
New video using the same ai here: https://www.youtube.com/watch?v=BtarckZgXEY It's an AI that plays nes games Creator: http://www.cs.cmu.edu/~tom7/mario/ To learn how to use it go here: https://www.youtube.com/watch?v=K7v5wff5YBQ MUSIC FOR THOSE WHO CAN"T STOP ASKING: Green Hills by Sebastian Forslund Knights Templar 2 - Johannes Bornlöf SpellingPhailer - Escaping the Man This Video took 4 days to create so if you liked it leave a thumbs up! Wana see it play a different game leave a comment below!
Views: 3004184 Jordan Rathbone
Introduction to AI for Video Games
 
09:50
Only a few days left to signup for my Decentralized Applications course! https://www.theschool.ai Welcome to my new reinforcement learning course! For the next 10 weeks we're going to go from the basics to the state of the art in this popular subfield of machine learning using video game environments as our testbed. RL is a huge reason DeepMind and OpenAI have been so successful thus far in creating world changing AI bots. Make sure to subscribe so you'll get updated with every new video I release. And don't worry if you don't understand policy iteration or value iteration just yet, I merely wanted to introduce these phrases in this video, next week i'm going to really dive into what these 2 methods look like programmatically. Code for this video (with coding challenge): https://github.com/llSourcell/AI_for_video_games_demo Syllabus for this course: https://github.com/llSourcell/AI_for_Video_Games_Syllabus Please Subscribe! And like. And comment. That's what keeps me going. Want more inspiration & education? Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology More learning resources: https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-networks-d195264329d0 http://icml.cc/2016/tutorials/deep_rl_tutorial.pdf https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow https://www.analyticsvidhya.com/blog/2017/01/introduction-to-reinforcement-learning-implementation/ https://web.mst.edu/~gosavia/tutorial.pdf http://karpathy.github.io/2016/05/31/rl/ http://www.wildml.com/2016/10/learning-reinforcement-learning/ https://www.quora.com/What-are-some-good-tutorials-on-reinforcement-learning Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Views: 36150 Siraj Raval
Science of Video Games: Artificial Intelligence
 
05:20
Black Light Network Science Channel
The Quest for AI Game Designers | AI and Games
 
12:49
Game design is an intricate combination of common sense with video game aesthetics to create something fun and interesting for players. It is an entirely subjective process that varies depending on the type of game we are making and the experience the designer hopes to invoke. While we know good design when we see it, it often takes time for these to take shape in the final version of a game. So how do you translate this intrinsically creative process to a piece of artificially intelligent software? Can an AI be creative? Can it build something that resonates with humans? How do we quantify that? How can an AI know what might be 'cool' or 'interesting'? We take a look at a body of work in game development and research that is moving towards building the first generation of AI game designers: the games that use intelligent design systems as part of gameplay, tools that use AI to help human designers and AI systems that make entire games by themselves! -- Read the accompanying blog post on AI and Games: http://aiandgames.com/not-bad-for-a-human/ Follow AI and Games on Twitter: http://www.twitter.com/AIandGames Like AI and Games on Facebook: http://www.facebook.com/AIandGames Support AI and Games on Patreon: http://www.patreon.com/AI_and_Games Games Shown in this Video: Super Mario Maker (2015) Spelunky HD (2012) Borderlands 2 (2012) No Man's Sky (2016) Galactic Arms Race (2010) Mario Maker Level id's: #1 C517-0000-000F-9128 #2 9525-0000-003B-F371 Special thanks to the following researchers whose work is discussed in this video (in order I remembered to add you). Ben Weber Steve Dahlskog Matthew Guzdial Julian Togelius Gillian Smith Michael Cook Erin Hastings Kenneth O. Stanley Cameron Browne Alex. J. Champandard Michael Cook Gabriella Barros Antonios Liapis Becky Lavender Adam Summerville Staffan Bjork Georgios Yannakakis
Views: 13181 AI and Games
Artificial Intelligence in Video Games
 
01:06:46
Video game developer and Mad Doc Software founder Ian Davis lectures on interactive multimedia, game engineering, and development of characters in video games. Hosted by Metropolitan College Department of Computer Science on November 28, 2007.
Views: 12773 Boston University
HOW TO CREATE AN AI FOR VIDEO GAMES - GOOGLE'S DINO/AI
 
12:15
Learn how to create a video game AI using a convolutional neural network to play Google's Dinosaur run and other video games! Code: https://github.com/jg-fisher/dinoAI Thanks for watching guys! Be sure to leave any comments or questions below! As a side note.. I move over the details of the CNN architecture very quickly. If you guys have any questions about the specifics please ask below I am happy to discuss.
Views: 4715 John G. Fisher
The first artificial intelligence I ever made
 
17:05
The first 2 minutes took longer to make than the last 15, but they're also much more watchable. The last 15 are so bad it hurts Get to the Top Although There Is No Top: http://htwins.net/gtttatint/awesome_game_dnc.html That game's AI: http://htwins.net/gtttatint/agauto.html GTTTATINT Different Platforms: http://htwins.net/gtttatint/ag-difplat.html That game's AI (my first true AI): http://htwins.net/gtttatint/ag-difplatauto.html Combo, with "proportional jumping": http://htwins.net/gtttatint/ag-combo.html My patreon: https://www.patreon.com/carykh My twitter: https://twitter.com/realCarykh Music: Prefekt - Eclipse [JompaMusic Release] https://www.youtube.com/watch?v=4Aw3WzUNDKQ JPB - High [NCS Release] https://youtu.be/Tv6WImqSuxA SoundCloud https://soundcloud.com/anis-jay Facebook https://www.facebook.com/jayprodbeatz Twitter https://twitter.com/gtaanis Instagram http://instagram.com/gtaanis Talking With You by Artificial.Music https://soundcloud.com/artificial-music Creative Commons — Attribution 3.0 Unported— CC BY 3.0 https://creativecommons.org/licenses/by/3.0/ Music provided by Audio Library https://youtu.be/NAgcAg0pW6w
Views: 329888 carykh
Future of Video games / Artificial Intelligence
 
22:58
Future of Video games / Artificial Intelligence
Views: 246 PLUR
Crackpot AI Devs: Unproven Game AI Techniques that Might Possibly Work
 
31:43
In this 2016 GDC session, AI programmers Steve Rabin, Rez Graham, Daniel Brewer, Brian Schwab, Alex Champandard & Tobias Karlsson propose their pie-in-the-sky ideas that they've been unable to try, may never be able to try, & which may or may not even be feasible. This is your chance to be inspired, steal innovative ideas, work out the details, and prove to everyone that you can make it work. Register for GDC: http://ubm.io/2gk5KTU Join the GDC mailing list: http://www.gdconf.com/subscribe Follow GDC on Twitter: https://twitter.com/Official_GDC GDC talks cover a range of developmental topics including game design, programming, audio, visual arts, business management, production, online games, and much more. We post a fresh GDC video every day. Subscribe to the channel to stay on top of regular updates, and check out GDC Vault for thousands of more in-depth talks from our archives.
Views: 6912 GDC
Google's self-learning AI AlphaZero masters chess in 4 hours
 
18:10
Google's AI AlphaZero has shocked the chess world. Leaning on its deep neural networks, and general reinforcement learning algorithm, DeepMind's AI Alpha Zero learned to play chess well beyond the skill level of master, besting the 2016 top chess engine Stockfish 8 in a 100-game match. Alpha Zero had 28 wins, 72 draws, and 0 losses. Impressive right? And it took just 4 hours of self-play to reach such a proficiency. What the chess world has witnessed from this historic event is, simply put, mind-blowing! AlphaZero vs Magnus Carlsen anyone? :) 19-page paper via Cornell University Library https://arxiv.org/abs/1712.01815 https://arxiv.org/pdf/1712.01815.pdf PGN: 1. e4 e5 2. Nf3 Nc6 3. Bb5 Nf6 4. d3 Bc5 5. Bxc6 dxc6 6. 0-0 Nd7 7. c3 0-0 8. d4 Bd6 9. Bg5 Qe8 10. Re1 f6 11. Bh4 Qf7 12. Nbd2 a5 13. Bg3 Re8 14. Qc2 Nf8 15. c4 c5 16. d5 b6 17. Nh4 g6 18. Nhf3 Bd7 19. Rad1 Re7 20. h3 Qg7 21. Qc3 Rae8 22. a3 h6 23. Bh4 Rf7 24. Bg3 Rfe7 25. Bh4 Rf7 26. Bg3 a4 27. Kh1 Rfe7 28. Bh4 Rf7 29. Bg3 Rfe7 30. Bh4 g5 31. Bg3 Ng6 32. Nf1 Rf7 33. Ne3 Ne7 34. Qd3 h5 35. h4 Nc8 36. Re2 g4 37. Nd2 Qh7 38. Kg1 Bf8 39. Nb1 Nd6 40. Nc3 Bh6 41. Rf1 Ra8 42. Kh2 Kf8 43. Kg1 Qg6 44. f4 gxf3 45. Rxf3 Bxe3+ 46. Rfxe3 Ke7 47. Be1 Qh7 48. Rg3 Rg7 49. Rxg7+ Qxg7 50. Re3 Rg8 51. Rg3 Qh8 52. Nb1 Rxg3 53. Bxg3 Qh6 54. Nd2 Bg4 55. Kh2 Kd7 56. b3 axb3 57. Nxb3 Qg6 58. Nd2 Bd1 59. Nf3 Ba4 60. Nd2 Ke7 61. Bf2 Qg4 62. Qf3 Bd1 63. Qxg4 Bxg4 64. a4 Nb7 65. Nb1 Na5 66. Be3 Nxc4 67. Bc1 Bd7 68. Nc3 c6 69. Kg1 cxd5 70. exd5 Bf5 71. Kf2 Nd6 72. Be3 Ne4+ 73. Nxe4 Bxe4 74. a5 bxa5 75. Bxc5+ Kd7 76. d6 Bf5 77. Ba3 Kc6 78. Ke1 Kd5 79. Kd2 Ke4 80. Bb2 Kf4 81. Bc1 Kg3 82. Ke2 a4 83. Kf1 Kxh4 84. Kf2 Kg4 85. Ba3 Bd7 86. Bc1 Kf5 87. Ke3 Ke6 Internet Chess Club (ICC) Software: Blitzin http://bit.ly/179O93N Discount Code: CHESSNETWORK I'm a self-taught National Master in chess out of Pennsylvania, USA who was introduced to the game by my father in 1988 at the age of 8. The purpose of this channel is to share my knowledge of chess to help others improve their game. I enjoy continuing to improve my understanding of this great game, albeit slowly. Consider subscribing here on YouTube for frequent content, and/or connecting via any or all of the below social medias. Your support is greatly appreciated. Take care, bye. :D ★ LIVESTREAM http://twitch.tv/ChessNetwork ★ FACEBOOK http://facebook.com/ChessNetwork ★ TWITTER http://twitter.com/ChessNetwork ★ GOOGLE+ http://google.com/+ChessNetwork ★ PATREON https://www.patreon.com/ChessNetwork ★ DONATE https://www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_button_id=QLV226E6FUUWG
Views: 684296 ChessNetwork
This Evolving AI Finds Bugs in Games | Two Minute Papers #250
 
04:04
Our Patreon page: https://www.patreon.com/TwoMinutePapers One-time payment links are available below. Thank you very much for your generous support! PayPal: https://www.paypal.me/TwoMinutePapers Bitcoin: 13hhmJnLEzwXgmgJN7RB6bWVdT7WkrFAHh Ethereum: 0x002BB163DfE89B7aD0712846F1a1E53ba6136b5A LTC: LM8AUh5bGcNgzq6HaV1jeaJrFvmKxxgiXg The paper "Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari" by Patryk Chrabaszcz, Ilya Loshchilov, and Frank Hutter is available here: https://arxiv.org/abs/1802.08842 The bug has been reproduced by a human here: Reproduction: https://www.youtube.com/watch?v=VGyeUuysyqg We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Andrew Melnychuk, Brian Gilman, Christian Ahlin, Christoph Jadanowski, Dennis Abts, Emmanuel, Eric Haddad, Esa Turkulainen, Geronimo Moralez, Kjartan Olason, Lorin Atzberger, Malek Cellier, Marten Rauschenberg, Michael Albrecht, Michael Jensen, Nader Shakerin, Raul Araújo da Silva, Rob Rowe, Robin Graham, Ryan Monsurate, Shawn Azman, Steef, Steve Messina, Sunil Kim, Torsten Reil. https://www.patreon.com/TwoMinutePapers Thumbnail background image credit: https://pixabay.com/photo-2619483/ Splash screen/thumbnail design: Felícia Fehér - http://felicia.hu Károly Zsolnai-Fehér's links: Facebook: https://www.facebook.com/TwoMinutePapers/ Twitter: https://twitter.com/karoly_zsolnai Web: https://cg.tuwien.ac.at/~zsolnai/
Views: 30870 Two Minute Papers
AI learns to play pool
 
10:48
Using the genetic algorithm I train an AI to play pool. Source code is up https://github.com/Code-Bullet/Pool_AI
Views: 644538 Code Bullet
Top 10 Most Helpful A.I Companions In Video Games
 
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Video games can be tough, but it's always nice to know that these guys have got your back. Join http://www.WatchMojo.com as we count down our picks for the Top 10 Most Helpful A.I Companions In Video Games. Suggestion Tool►►http://www.WatchMojo.com/suggest Subscribe►►http://www.youtube.com/subscription_center?add_user=watchmojo Facebook►►http://www.Facebook.com/WatchMojo Twitter►►http://www.Twitter.com/WatchMojo Instagram►►http://instagram.com/watchmojo Channel Page►►http://www.youtube.com/watchmojo For this list, we are looking at sidekicks, teammates and partners that accompany the player throughout the experience, helping them to overcome obstacles and enemies, but most importantly are rarely in the way. Special thanks to our user W-S for submitting the idea on our interactive suggestion tool: WatchMojo.com/suggest Check out the voting page here, http://www.watchmojo.com/suggest/top+ten+most+helpful+AI+companions+in+video+games Want a WatchMojo cup, mug, t-shirts, pen, sticker and even a water bottle? Get them all when you order your MojoBox gift set here: http://watchmojo.com/store/ WatchMojo is a leading producer of reference online video content, covering the People, Places and Trends you care about. We update DAILY with 4-5 Top 10 lists, Origins, Biographies, Versus clips on movies, video games, music, pop culture and more!
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AI vs. Human: The Greatest Go Tournament Ever
 
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Google's 'AlphaGo' and the world's top ranked Go player go head-to-head in a battle to decide whether or not an AI can be programmed to win a game as complicated as Go. Link to match videos: https://www.youtube.com/channel/UCP7jMXSY2xbc3KCAE0MHQ-A Hosted by: Hank Green ---------- Support SciShow by becoming a patron on Patreon: https://www.patreon.com/scishow ---------- Dooblydoo thanks go to the following Patreon supporters -- we couldn't make SciShow without them! Shout out to Justin Ove, Accalia Elementia, Kathy & Tim Philip, Kevin Bealer, Justin Lentz, Fatima Iqbal, Linnea Boyev, Tomasz Jonarski, Chris Peters, Philippe von Bergen, Will and Sonja Marple, and Mark Terrio-Cameron. ---------- Like SciShow? Want to help support us, and also get things to put on your walls, cover your torso and hold your liquids? Check out our awesome products over at DFTBA Records: http://dftba.com/scishow ---------- Looking for SciShow elsewhere on the internet? Facebook: http://www.facebook.com/scishow Twitter: http://www.twitter.com/scishow Tumblr: http://scishow.tumblr.com Instagram: http://instagram.com/thescishow ---------- Sources: http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html http://googleresearch.blogspot.com/2016/01/alphago-mastering-ancient-game-of-go.html http://www.wired.com/2016/03/googles-ai-viewed-move-no-human-understand/ http://www.wired.com/2016/03/go-grandmaster-lee-sedol-grabs-consolation-win-googles-ai/ http://www.theverge.com/2016/3/13/11184328/alphago-deepmind-go-match-4-result http://qz.com/636637/the-beginning-of-the-end-googles-ai-has-beaten-a-top-human-player-at-the-complex-game-of-go/ http://www.techinsider.io/why-google-ai-game-go-is-harder-than-chess-2016-3 Image Sources: https://commons.wikimedia.org/wiki/File:FloorGoban.JPG https://commons.wikimedia.org/wiki/File:FanHui.jpg https://commons.wikimedia.org/wiki/File:Lee_Se-dol_2012.jpg
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Pubg Hints Tips Guide Pubg Hints Secrets The Upside to Pubg Game Modes Pubg Game Modes Can Be Fun for Everyone When you launch the game for the very first time, you have to first pick a username before going into the character creator interface. If you prefer, you can host a customized game with a group of friends and make your own rules. Unfortunately, theres no game out there which exactly resembles GGO. Games unfortunately are a luxury and not a necessity, so they are most likely likely to be among the very first things to think about when deciding where you have to cut back on so far as your budget is concerned. Because it is a popular game. The British game is different than the majority of the others on the planet at the present time. If you believe there are different games like PUBG which are not on the list, and that we ought to cover, dont hesitate to set them in the comments below. Previous and current players can often provide a lot of insight into the advantages and disadvantages of each website, which will be able to help you decide. They start with a pickaxe that can be used to break down objects in the world. They are also limited to only six crate purchases a week. The greater skin value a player increases the pot, the greater chance the player has to win. You may also take items from different players who have died. You dont need to understand different players to have a very good time playing by yourself can be a whole lot of fun, in fact but its a multiplayer-only game that takes a constant connection to the net. It is going to be intriguing to observe how close you were to other players through the full match without ever even knowing. Vital Pieces of Pubg Game Modes Event Mode is going to be unranked, but players will nonetheless earn BP. It will be available for everyone who owns the game, and can be accessed from the main menu. Zombie Mode is going to be played by many human teams in addition to 90 zombie players that will attempt to eliminate each other in the battlefield. Theres currently not an unranked mode either, so youll probably die early and often whenever youre just beginning, which might become frustrating. The solo mode doesnt ask that you team up with different buddies. Each game mode delivers a completely special experience and tests your limit in various ways. The squad game mode permits you to form a group of 4 players. Pubg Game Modes Can Be Fun for Everyone Based on everybodys skills, maps differ from close range to medium or massive places. Since that time, the community-made map was retooled and remastered nearly a dozen times, and is presently known as Dust2. The in-game map outlines the circular zone which you want to reach from the offset, and the HUD shows a handy graph of the rest of the distance youve got to cover and how long youve left to get there. The new PUBG map is going to be a 4x4 kilometers in proportion, a quarter size of Miramar map, so the matches can be held at a significantly faster pace. In any event, you should keep moving towards a gradually shrinking playable place. Also, there arent any danger zones in the game to assemble player. The New Angle On Pubg Game Modes Just Released Your game style has an important role here. Until then, make sure you check Battlegrounds to find out whether the customized match feature is up and running. With a number of the games finest players and most well-known streamers attending, its going to be the very first showcase of PUBGs esports potential. You can find with some completely new blend of cocktail drink and have fun naming it. The usage of oral histories is quite specific and very intricate. A wonderful case of the particular abilities is Faceless. Itas one any variety of others would do. Contrary to other lists, the amount of appearances made by the players is taken into account. Before you begin a Call of Duty WW2 Nazi zombie game, equip the exceptional ability that enables you to shoot infinite ammo for a temporary time period. What You Dont Know About Pubg Rating You havent tasted the authentic Italian cuisine till you eat in Puglia. Utilizing traditional and contemporary techniques of brewing, its known for some exceptional beer tastes. If youre browsing for some normal British beer taste, then its possible to bank upon Carling, which is an organization that itself believes there is nothing better than the British barley. Halloumi cheese has a rather significant melting point that makes it perfect for grilling or frying. Its possible to opt from a number of alcoholic drinks but then, you need to know their names. You also get a totally free birthday drink. When a specific alcohol is mixed with fruit juice, liqueur or other flavors in a particular proportion, its referred to as a cocktail. What You Need to Know About Pubg Rating If youre thinking of visiting the Harry Potter Wizarding World, you are going to want to get the actual perspective on what to anticipate. With a timeless haunting, the soul of a dead person has made a decision to stay behind for numerous factors. Okay, unless youve been buried beneath a rock for a gamer, you already understand what TitanFall is about. Either way, be certain the fan you get is UL Listed for the application you need so you know that it can be safely installed without developing a possible electrical hazard. In more humid climates, outdoor fans are a really good pick for every room in the house. If youre planning on installing a ceiling fan in an outdoor place, its important to buy a fan thats designed particularly for that goal. 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