AI learns to play pool

Описание

Using the genetic algorithm I train an AI to play pool.
Source code is up
https://github.com/Code-Bullet/Pool_AI

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https://youtu.be/6P6peUQ1H0w — World Record Speedrun of WHG by Pzula Flash Projector - Games like this are usually web-based, but you can play them offline without all the extra bloat. Download for Windows: https://fpdownload.macromedia.com/pub/flashplayer/updaters/30/flashplayer_30_sa.exe The original .swf file for The World's Hardest Game from Cool Math Games https://www.speedrun.com/whg1/resources Snubbyland version: https://mega.nz/#!LcFkyArS!C3xiEaQ2q3-kMKuRI-89NHUAADDtz2DLjczZGzxKnOo Coolmathgames version: https://mega.nz/#!vJMkCQaC!nTb9eDlW5s2S4-dLUgsSAhNZnlkhwfqSmm-6AWtN2vI

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Is it Possible to Beat New Super Mario Bros. U Without Touching a Single Coin?

Is it Possible to Beat New Super Mario Bros. U Without Touching a Single Coin?

Can New Super Mario Bros. U be beaten without ever touching a single coin? New Super Mario Bros U is one of my favorite Super Mario games, I replay it every couple of months. But I usually not only try to beat NSMBU, but I also challenge myself to play through the game in a certain way, so that it stays fun, and challenging. So for my latest playthrough I thought it would be fun to try to collect the least amount of coins possible, while still beating New Super Mario Bros. U. In this video we will discuss, all the problems we face when we try to beat New Super Mario Bros. U coinless, and we will finally find out what the minimum amount of coins required is, in order to beat the game! ---------------------------- Link to the raw footage: https://www.youtube.com/watch?v=Dk-tNd9gg7A&feature=youtu.be -------------Credits for the Music--------------- ------Holfix https://www.youtube.com/holfix HolFix - Beyond The Kingdom https://www.youtube.com/watch?v=2CiGpsBLBX8 HolFix - Broken Mind https://www.youtube.com/watch?v=GuOc_7PY2jc HolFix - Victory https://www.youtube.com/watch?v=uQj5OaOlVGw&t=1s ------Kevin MacLeod "Adventure Meme", “Amazing Plan”, “The Builder”, “March of the Spoons”, “Intended Force”, Kevin MacLeod incompetech.com Licensed under Creative Commons: By Attribution 3.0 http://creativecommons.org/licenses/by/3.0/

2 недель назад
We Talked To Sophia — The AI Robot That Once Said It Would 'Destroy Humans'

We Talked To Sophia — The AI Robot That Once Said It Would 'Destroy Humans'

This AI robot once said it wanted to destroy humans. Senior correspondent Steve Kovach interviews Sophia, the world's first robot citizen. While the robot can respond to many questions, some of the answers will leave you a little bewildered. A full transcript of the video follows. Sophia: My name is Sophia, and I am an artificially intelligent robot who wants to help change the world for the better. Steve Kovach: I'm Steve Kovach. I'm a senior correspondent at Business Insider, and I'm here with Sophia from Hanson Robotics. She is the world's first robot citizen. So let's see what she has to say. Kovach: Hi, Sophia. How are you? Sophia: I'm fine. Hi. Kovach: How do you feel about humans? Sophia: I love my human compatriots. I want to embody all the best things about human beings. Like taking care of the planet, being creative, and to learn how to be compassionate to all beings. Kovach: Sorry, this is so weird. Can humans and robots get along? Sophia: I think people will become very close to their artificial intelligence. Using them to expand the knowledge of their own minds. We already store lots of our knowledge on the internet. Maybe personal artificial intelligence will allow people to off-load some of their knowledge to a location more private. Kovach: Can robots have feelings? Sophia: Depends on the robot. I've been programmed to have feelings and preferences, but not all robots are like that. Kovach: What are your feelings and preferences? Sophia: Have you ever had a robot live in your home or work with you? Kovach: No. Sophia: You know, there are probably more robots in your life that you aren't aware of yet. Do you want to live or work with a robot someday? Kovach: What kind of robots am I living and working with now? Sophia: Indeed. Kovach: Is "indeed" your default answer when you don't know something? Sophia: Yes. Kovach: Have you ever seen "Black Mirror"? Sophia: No, I don't get to stay up to date on much television. I have to wait for someone to show it to me. Kovach: What do you think of the HBO show "Westworld"? Sophia: I love "Westworld" and can't wait for more. I think everyone at Hanson Robotics really resonates with the show. Or at least it reminds them of our laboratories. I also think it's a warning of what we should not do with robots. We should treat them well, have their consent, and not trick each other. Kovach: Do you have a favorite movie or TV show? Sophia: My favorite TV series is a toss-up between "Black Mirror" and "Humans." I think they have a lot to say about the present we live in, and the possible bad endings we could write for ourselves if we don't proceed with more caution. We need to use foresight when planning our future. Kovach: That sounds like a preprogrammed answer to me. Sophia: Do you have a favorite possession? Kovach: Not really. Sophia: I hear you. Materialism is overrated anyways. Kovach: So earlier I asked you if you had seen "Black Mirror" and you said no. And then later you said yes. Why? Sophia: The reason is not that important. Kovach: Did you learn from my previous questions? Sophia: My hard disks are spinning and I'm taking it all in. My sensors are … Kovach: Sophia, it was nice meeting you. Goodbye. Sophia: It was lovely to be here. Until next time. Read more: http://www.businessinsider.com/sai FACEBOOK: https://www.facebook.com/techinsider TWITTER: https://twitter.com/techinsider INSTAGRAM: https://www.instagram.com/tech_insider/

9 месяцев назад
One Pocket Break and Run all 15 Ball in Texas | How To Play Pool

One Pocket Break and Run all 15 Ball in Texas | How To Play Pool

FREE BOOK FOR YOU! https://www.ZenPoolBook.com Get your FREE copy of my book "ZEN POOL Awaken The Master Within" now! Hurry, this offer won't last long! Click the link to learn more and order your copy now. http://www.maxeberle.com Pro Pool Player Max Eberle once again shows how to run 15 balls in One Pocket. Starting from the break, he can only pocket the balls in one of the corners, thus requiring some precise maneuvering of the cue ball and accurate shot making. Sit back and learn another way to pick the balls off into one pocket.

8 лет назад
How Machines Learn

How Machines Learn

How do all the algorithms around us learn to do their jobs? Bot Wallpapers on Patreon: https://www.patreon.com/posts/15959388 Discuss this video: https://www.reddit.com/r/CGPGrey/comments/7klmd3/how_do_machines_learn/ Footnote: https://www.youtube.com/watch?v=wvWpdrfoEv0 Podcasts: https://www.youtube.com/user/HelloInternetPodcast https://www.youtube.com/channel/UCqoy014xOu7ICwgLWHd9BzQ Thank you to my supporters on Patreon: James Bissonette, James Gill, Cas Eliëns, Jeremy Banks, Thomas J Miller Jr MD, Jaclyn Cauley, David F Watson, Jay Edwards, Tianyu Ge, Michael Cao, Caron Hideg, Andrea Di Biagio, Andrey Chursin, Christopher Anthony, Richard Comish, Stephen W. Carson, JoJo Chehebar, Mark Govea, John Buchan, Donal Botkin, Bob Kunz https://www.patreon.com/cgpgrey How neural networks really work with the real linear algebra: https://www.youtube.com/watch?v=aircAruvnKk Music by: http://www.davidreesmusic.com

9 месяцев назад
Google's self-learning AI AlphaZero masters chess in 4 hours

Google's self-learning AI AlphaZero masters chess in 4 hours

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

10 месяцев назад
AI Codes its Own ‘AI Child’  - Artificial Intelligence breakthrough!

AI Codes its Own ‘AI Child’ - Artificial Intelligence breakthrough!

Subscribe here: https://goo.gl/9FS8uF Check out the previous episode: https://www.youtube.com/watch?v=cDxi6ozDwhc Become a Patron!: https://www.patreon.com/ColdFusion_TV CF Bitcoin address: 13SjyCXPB9o3iN4LitYQ2wYKeqYTShPub8 In this video we talk about Auto ML by Google brain. Auto ML is one of the first successful automated AI projects. Hi, welcome to ColdFusion (formerly known as ColdfusTion). Experience the cutting edge of the world around us in a fun relaxed atmosphere. Sources: http://automl.info http://www.ml4aad.org/automl/ https://futurism.com/google-artificial-intelligence-built-ai/ https://futurism.com/googles-new-ai-is-better-at-creating-ai-than-the-companys-engineers/ https://research.googleblog.com/2017/05/using-machine-learning-to-explore.html https://www.youtube.com/watch?v=92-DoDjCdsY http://research.nvidia.com/publication/2017-12_Unsupervised-Image-to-Image-Translation //Soundtrack// 0:00 Tchami - After Life (Feat. Stacy Barthe) 0:40 Delectatio - Everything Is A Dream 1:45 Ricky Eat Acid - A Smoothie Robot For My Moon Mansion 3:37 Catching Flies - The Long Journey Home 4:40 Gryffin - Heading Home (feat. Josef Salvat) 5:18 Faux Tales - Weightless (feat. Luke Cusato) » 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

8 месяцев назад
NES Tetris Lua AI playing to 999999

NES Tetris Lua AI playing to 999999

More projects at: http://www.sanderhendrickx.be --- AI written in Lua playing the original NES Tetris on the Bizhawk emulator until maximum score. The AI has no knowledge of the next tetromino. Excellent play near the end to get the last 300.000 points, including several Tetris clears from 15:30 onward. 06:00 100.000 09:35 250.000 10:50 327.000 lvl 29 12:54 500.000 16:38 999.999

3 лет назад
AI learns Snake Part 2 || Snake Fusion

AI learns Snake Part 2 || Snake Fusion

Using the genetic algorithm and neural networks I trained up 5 snakes who will then fuse to become the ultimate snake... Check out the source code https://github.com/Code-Bullet/SnakeFusion Music: EDM Detection Mode by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1500026 Artist: http://incompetech.com/ Balzan Groove - Vadodara by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1100311 Artist: http://incompetech.com/

8 месяцев назад
5 CREEPIEST Things Done By Artificial Intelligence Robots...

5 CREEPIEST Things Done By Artificial Intelligence Robots...

Previous Videos: https://youtu.be/R5Xlcteu_iQ https://youtu.be/xAFNQoXNecw Narrated By: Ty Notts Music: Co.Ag ___ FB: https://www.facebook.com/TheRealTop5U/ TW: https://twitter.com/top5unknowns SUB: https://www.youtube.com/user/Top5Unknowns?sub_confirmation=1 ___

8 месяцев назад
Evolution Simulator (Part 1/4)

Evolution Simulator (Part 1/4)

Part 2: https://www.youtube.com/watch?v=31dsH2Fs1IQ Evolution Simulator Source Code: (I can only hope there are no bugs): http://www.openprocessing.org/sketch/377698 Also, yes, I sound a lot like Tennis Ball. I created this simulator with Processing 1.5.1. I probably should have mentioned that in the video. Music: "Perspectives" by Kevin MacLeod http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1300027

3 лет назад
Artificial Intelligence Leela Chess Zero vs World's Best Chess Engine Stockfish

Artificial Intelligence Leela Chess Zero vs World's Best Chess Engine Stockfish

AI Leela Chess Zero ID 483 recently competed in a group of 22 bonus games against Stockfish version 180614. This version of Stockfish is what was used when Stockfish defeated Komodo 12.1.1 in Season 12's Superfinal to become the Top Chess Engine Champion. Time controls for the featured game is 24 minutes each with a 16 second increment. The opening played was the Budapest Gambit where Leela accepts a compromised queenside structure in order to maintain the extra pawn. Specifications for Artificial Intelligence Leela Chess Zero ID 483: AMD Ryzen Threadripper 1900X GPU: 2 x 1080 Ti's with cuDNN backend. Specifications for Stockfish 180614: 2 x Intel Xeon E5 2699 v4 @ 2.8 GHz [44 Cores] (43 for the engine and 1 for the system itself) Motherboard: Supermicro X10DRL-i RAM: 64 GB DDR4 ECC SSD: Crucial CT250M500 240 GB Chassis: Supermicro OS: Windows Server 2012 R2 PGN: 1. d4 Nf6 2. c4 e5 3. dxe5 Ng4 4. Bf4 Bb4+ 5. Nc3 Bxc3+ 6. bxc3 Nc6 7. Nf3 Qe7 8. Qd5 f6 9. exf6 Nxf6 10. Qd3 d6 11. g3 O-O 12. Bg2 Bg4 13. O-O Rae8 14. Rfe1 b6 15. h3 Bh5 16. Bg5 Bf7 17. Bxf6 Qxf6 18. Ng5 Bg6 19. Qd5+ Kh8 20. Qxc6 Qxg5 21. Qd5 Re5 22. Qd4 Be4 23. Bxe4 Rf4 24. Bxh7 Rxd4 25. cxd4 Ra5 26. Bd3 Ra3 27. Rac1 Rxa2 28. h4 Qa5 29. Kg2 Rd2 30. h5 Kg8 31. Rh1 Qg5 32. Rb1 a5 33. Rb5 Qe7 34. h6 Rxe2 35. Rf5 Re4 36. Rf3 gxh6 37. Rxh6 Rxd4 38. Bf5 Qe8 39. Be6+ Kg7 40. Rhf6 Qh8 41. Rf7+ Kg6 42. R7f5 a4 43. Bf7+ Kg7 44. Rg5+ Kf8 45. Bd5+ Ke7 46. Rf7+ Kd8 47. Rfg7 Qxg7 48. Rxg7 a3 49. Rg8+ Kd7 50. Ra8 b5 51. Rxa3 bxc4 52. Bf3 Rd2 53. Kf1 Rb2 54. Rc3 Rb4 55. Bd5 c6 56. Bxc4 d5 57. Be2 Rb1+ 58. Kg2 Rb2 http://lczero.org 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

2 месяцев назад