How Artificial intelligence learns | Genetic Algorithm explained

Описание

Evolution has crafted the most intelligent beings on earth. In this video I explain how computer scientists simulate evolution to train or evolve AI.

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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

11 месяцев назад
The Dream Camera? Ask MKBHD V28 with Peter McKinnon!

The Dream Camera? Ask MKBHD V28 with Peter McKinnon!

Peter McKinnon: http://youtube.com/petermckinnon LED video light: https://amzn.to/2KJ1uuX MKBHD Merch: http://shop.MKBHD.com Video Gear I use: http://kit.com/MKBHD/video-gear#recommendation17959 Tech I'm using right now: https://www.amazon.com/shop/influencer-0bfe542e Intro Track: Jordyn Edmonds https://soundcloud.com/jordynedmonds ~ http://twitter.com/MKBHD http://snapchat.com/add/MKBHD http://google.com/+MarquesBrownlee http://instagram.com/MKBHD http://facebook.com/MKBHD

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How insane is the high school car scene in Dubai?

How insane is the high school car scene in Dubai?

Bill went to high school in Dubai and the car scene there is unbelievable. In this story, he explains some of the amazing wealth, habits, and contests among car enthusiasts. Now is your chance to join the first Driving Club at Road Atlanta, an exclusive club at a world class track. Visit https://www.drivingclubra.com to learn more. • Buy our NEW, LIMITED EDITION t-shirts and gear at our store  - https://vinwiki.com/r/store Be sure to Like, Comment, Subscribe, and Share this with other car enthusiasts! Add to the stories of your cars and the cars you love on VINwiki. Download the free VINwiki iOS App - https://appsto.re/us/ijaAbb.i Download the free VINwiki Android App - https://play.google.com/store/apps/details?id=com.appzoro.sam3.vinwiki&hl=en Visit https://vinwiki.com Follow us on at https://www.instagram.com/vinwiki_official Follow us at https://www.twitter.com/vinwiki Like us on https://www.facebook.com/vinwiki

6 месяцев назад
AI learns to play PACMAN || Part 1 the making of Pacman

AI learns to play PACMAN || Part 1 the making of Pacman

Hey guys this is how I made my clone of pacman Check out the source code at https://github.com/Code-Bullet/PacmanGame It would be awesome if you could join me on Patreon https://www.patreon.com/CodeBullet I hope you enjoy

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AI evolves to compose 3 hours of jazz!

AI evolves to compose 3 hours of jazz!

3 hours of Computery's music: https://www.youtube.com/watch?v=vvusi8EWzPc The training data was all composed by Doug McKenzie at http://www.bushgrafts.com/jazz/midi.htm. Here's some of those pieces of music converted to images: https://www.youtube.com/watch?v=6iPZE20WACk Part 1 ("3 neural nets BTPTBJM"): https://www.youtube.com/watch?v=uiJAy1jDIQ0 Want to chat about science, technology, engineering or math? Then go here: https://discord.gg/dxCBaYn What about non-STEM stuff, like TWOW or BFDI or anything else carykh-related, then you can go here: https://discord.gg/ZVQMa8U My patreon: https://www.patreon.com/carykh Raw MIDI, .wav, .mp3, and .txt files: https://drive.google.com/drive/folders/0B98DkR2AsGZaYk9JNFJScWRnMTQ?usp=sharing Original human-composed jazz MIDI files: http://www.bushgrafts.com/jazz/midi.htm Andrej Karpathy's LSTM: http://karpathy.github.io/2015/05/21/rnn-effectiveness/ https://github.com/karpathy/char-rnn HyperGAN: https://github.com/255BITS/HyperGAN PixelCNN: https://github.com/openai/pixel-cnn Hazel Cricket: https://www.youtube.com/channel/UCasKvuIk59T7SUJr60auxqg AI-generated baroque music video: https://www.youtube.com/watch?v=SacogDL_4JU Teaching my computer to give me friends (video about convolutions): https://www.youtube.com/watch?v=p_7GWRup-nQ My twitter: https://twitter.com/realCarykh Background music (human composed): Great Days by Joakim Karud http://soundcloud.com/joakimkarud Music provided by Audio Library https://youtu.be/5lhZRunuJTs Almost Original (Instrumental) by Joakim Karud http://soundcloud.com/joakimkarud Music provided by Audio Library https://youtu.be/r20_9c0fzGk

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This AI Can Clone Any Voice, Including Yours

This AI Can Clone Any Voice, Including Yours

Journalist Ashlee Vance travels to Montreal, Canada to meet the founders of Lyrebird, a startup that is using AI to clone human voices with frightening precision. ---------- Hello World is a Webby and Emmy-nominated video series from Bloomberg that invites the viewer to come on a journey across the globe to find the inventors, scientists and technologists shaping our future. Join journalist and best-selling author Ashlee Vance on a quest to find the freshest, weirdest tech creations and the beautiful freaks behind them. Watch more Hello World episodes: https://www.bloomberg.com/hello-world Bloomberg is the First Word in business news, delivering breaking news & analysis, up-to-the-minute market data, features, profiles and more: http://www.bloomberg.com Connect with us on... Twitter: https://twitter.com/business Facebook: https://www.facebook.com/bloombergbusiness Instagram: https://www.instagram.com/bloombergbusiness/

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What are Neural Networks || How AIs think

What are Neural Networks || How AIs think

Big thanks to Brilliant.org for supporting this channel check them out at https://www.brilliant.org/CodeBullet check out Brandon Rohrers video here: https://www.youtube.com/watch?v=ILsA4nyG7I0&t=638s 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

6 месяцев назад