AI learns to play Asteroids

Описание

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

AI learns to play Asteroids скачать видео - Download

Похожие видео

AI learns to Play Asteroids | part 2 NEAT is awesome

AI learns to Play Asteroids | part 2 NEAT is awesome

I coded NEAT and attached it to my Asteroids and results are epic. Big thanks to Brilliant.org for supporting this channel check them out at https://www.brilliant.org/CodeBullet Become a patreon to contribute to my future content as well as sneak peaks of whats to come. https://www.patreon.com/CodeBullet My new discord server https://discord.gg/fqaRt music used toe jam apprehensive at best DEAF KEV - Invincible operatic wishful thinking

8 месяцев назад
Deep Mind AI Alpha Zero Sacrifices a Pawn and Cripples Stockfish for the Entire Game

Deep Mind AI Alpha Zero Sacrifices a Pawn and Cripples Stockfish for the Entire Game

#agadmator Check out all my videos on this match https://www.youtube.com/playlist?list=PLDnx7w_xuguHIxbL7akaYgEvV4spwYkmn Read more about Deep Mind Alpha Zero here https://arxiv.org/pdf/1712.01815.pdf Link to the other games https://lichess.org/study/wxrovYNH A chess game between Deep Mind Alpha Zero and Stockfish Google Deep Mind Alpha Zero vs Stockfish One of the games 1. d4 Nf6 2. c4 e6 3. Nf3 b6 4. g3 Bb7 5. Bg2 Bb4+ 6. Bd2 Be7 7. Nc3 c6 8. e4 d5 9. e5 Ne4 10. O-O Ba6 11. b3 Nxc3 12. Bxc3 dxc4 13. b4 b5 14. Nd2 O-O 15. Ne4 Bb7 16. Qg4 Nd7 17. Nc5 Nxc5 18. dxc5 a5 19. a3 axb4 20. axb4 Rxa1 21. Rxa1 Qd3 22. Rc1 Ra8 23. h4 Qd8 24. Be4 Qc8 25. Kg2 Qc7 26. Qh5 g6 27. Qg4 Bf8 28. h5 Rd8 29. Qh4 Qe7 30. Qf6 Qe8 31. Rh1 Rd7 32. hxg6 fxg6 33. Qh4 Qe7 34. Qg4 Rd8 35. Bb2 Qf7 36. Bc1 c3 37. Be3 Be7 38. Qe2 Bf8 39. Qc2 Bg7 40. Qxc3 Qd7 41. Rc1 Qc7 42. Bg5 Rf8 43. f4 h6 44. Bf6 Bxf6 45. exf6 Qf7 46. Ra1 Qxf6 47. Qxf6 Rxf6 48. Ra7 Rf7 49. Bxg6 Rd7 50. Kf2 Kf8 51. g4 Bc8 52. Ra8 Rc7 53. Ke3 h5 54. gxh5 Kg7 55. Ra2 Re7 56. Be4 e5 57. Bxc6 exf4+ 58. Kxf4 Rf7+ 59. Ke5 Rf5+ 60. Kd6 Rxh5 61. Rg2+ Kf6 62. Kc7 Bf5 63. Kb6 Rh4 64. Ka5 Bg4 65. Bxb5 Ke7 66. Rg3 Bc8 67. Re3+ Kf7 68. Be2 ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- If you realllly enjoy my content, you're welcome to support me and my channel with a small donation via PayPal, Bitcoin or Litecoin. Link to PayPal donation https://www.paypal.me/agadmator Bitcoin address 12VEbMQPyLzBoZzw9yuNofph4C9Ansc4iZ Litecoin address LbSuZuBffDCNmr5CSZbY7W2zM83w4ZvnC7 Check out ALL my videos here https://www.youtube.com/watch?v=f-ZOwHdNLO0&list=PLDnx7w_xuguFTxcfiM11bB1JchtHclEJg Facebook: https://www.facebook.com/agadmatoryoutube Twitter: https://twitter.com/agadmator Instagram: https://www.instagram.com/agadmator/ Lichess: https://lichess.org/@/agadmator Chess.com: agadmator Skype: agadmator League of Legends: agadmator :)

11 месяцев назад
The Cubli: a cube that can jump up, balance, and 'walk'

The Cubli: a cube that can jump up, balance, and 'walk'

The Cubli is a 15 × 15 × 15 cm cube that can jump up and balance on its corner. Reaction wheels mounted on three faces of the cube rotate at high angular velocities and then brake suddenly, causing the Cubli to jump up. Once the Cubli has almost reached the corner stand up position, controlled motor torques are applied to make it balance on its corner. In addition to balancing, the motor torques can also be used to achieve a controlled fall such that the Cubli can be commanded to fall in any arbitrary direction. Combining these three abilities -- jumping up, balancing, and controlled falling -- the Cubli is able to 'walk'. Lead Researchers: Gajamohan Mohanarajah and Raffaello D'Andrea This work was done at the Institute for Dynamic Systems and Control, ETH Zurich, Switzerland and was funded in part by the Swiss National Science Foundation (SNSF), grant number 146717. For more details visit: http://www.idsc.ethz.ch/Research_DAndrea/Cubli Other links: http://robohub.org/swiss-robots-cubli-a-cube-that-can-jump-up-balance-and-walk-across-your-desk/ http://youtu.be/bMuCACqwI4s (Zurich.Minds talk on Cubli)

5 лет назад
The World's Hardest Game - 0 Deaths (1-30) - No Cheating

The World's Hardest Game - 0 Deaths (1-30) - No Cheating

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/31/flashplayer_31_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

10 лет 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/

11 месяцев назад
What Does a 4D Ball Look Like in Real Life? Amazing Experiment Shows Spherical Version of Tesseract

What Does a 4D Ball Look Like in Real Life? Amazing Experiment Shows Spherical Version of Tesseract

Follow me on: Get your subscription box here: https://www.theactionlab.com Twitter: https://twitter.com/theactionlabman Facebook: https://www.facebook.com/theactionlabrat In this video I show you what a movement through a fourth spatial dimension would look like in our 3D World. I show you what crazy stuff would happen if a 4th dimensional being were to move 4D objects through our 3D space. Weird things happen like the sudden appearing of objects, shape changing, sudden mirror imaging and more! This video is helpful to understanding a 4th spatial dimension using the simplest object...a sphere. This is easier than a tesseract to understand because it looks the same from all directions. WARNING: If you use the information from this video for your own projects then you assume complete responsibility for the results. My Other Channel: https://www.youtube.com/channel/UCA19mAJURyYHbJzhfpqhpCA For more awesome videos checkout: How I Made an Ant Think It Was Dead—The Zombie Ant Experiment https://www.youtube.com/watch?v=ZPw9dSV6y2c What Happens if You Open a Vacuum Chamber Under Water? And Do Vacuums Float? https://www.youtube.com/watch?v=VugR1WdAOQw Can Light be Black? Mind-Blowing Dark Light Experiments! https://www.youtube.com/watch?v=p-OCfiglZRQ GOLD Mirror-Polished Japanese Foil Ball Challenge in a Vacuum Chamber! https://www.youtube.com/watch?v=5Blt_CJ29WQ Mirror-Polished Japanese Foil Ball Challenge Crushed in a Hydraulic Press-What's Inside? https://www.youtube.com/watch?v=oJ2faqXlU1s Mixing the World's Blackest Paint With the World's Brightest Paint (Black 2.0 vs LIT) https://youtu.be/x5L4_GXePuk Is it Possible to Unboil an Egg? The Amazing Uncooking Experiment! https://youtu.be/QNV4gHWZ9p4 What if You Try To Lift a Negative Mass? Mind-Blowing Physical Impossibility! https://www.youtube.com/watch?v=uAJlg8MDAlU What Does a Giant Monster Neodymium Magnet do to a Mouse? https://www.youtube.com/watch?v=V8-JfSXPDp0 The Worlds Blackest Black vs The Worlds Brightest Flashlight (32,000 lumen)—Which Will Win? https://www.youtube.com/watch?v=AaFdCvnV8PM How Much Weight Can a Fly Actually Lift? Experiment—I Lassoed a Fly! https://www.youtube.com/watch?v=-xZoOUd172Q If You Fly a Drone in a Car, Does it Move With It? (Dangerous In-Car Flight Challenge) https://youtu.be/XjTj-tGPSWE Can Flies Actually Fly in a Vacuum Chamber? https://www.youtube.com/watch?v=C4h-AS729JM I Let a Venus Flytrap Digest My Finger For a Day–Little Shop of Horrors Challenge! https://www.youtube.com/watch?v=tPLuWcOGBCE Drawing On Water-It is So Surreal! https://youtu.be/3NZ-cAf8Bbw

3 месяцев назад
10 ROBOTS THAT ARE WORLD RECORD HOLDERS

10 ROBOTS THAT ARE WORLD RECORD HOLDERS

Mind Warehouse ► https://goo.gl/aeW8Sk 1. Sub1 https://youtu.be/iBE46R-fD6M https://www.youtube.com/channel/UCeSRjhfeeqIgr--AcP9qhyg 2. Alpha 1S https://youtu.be/FjGEg9M8GxI https://www.youtube.com/channel/UCeSRjhfeeqIgr--AcP9qhyg 3. Forpheus https://youtu.be/ive4sKkpCqs https://www.youtube.com/channel/UCeSRjhfeeqIgr--AcP9qhyg 4. Penguin Robot https://youtu.be/HT8BvtfG8w8 https://www.youtube.com/channel/UCeSRjhfeeqIgr--AcP9qhyg 5. Cheetah https://youtu.be/XMKQbqnXXhQ https://www.youtube.com/channel/UCFe-pfe0a9bDvWy74Jd7vFg https://youtu.be/chPanW0QWhA https://www.youtube.com/channel/UC7vVhkEfw4nOGp8TyDk7RcQ 6. Tradinno https://youtu.be/wlJyPjdhmsU https://www.youtube.com/channel/UCeSRjhfeeqIgr--AcP9qhyg https://youtu.be/qGGl7Nv-HbA https://www.youtube.com/channel/UC1maDU7hWRfAR2ex10U73Qg 7. Megacopter https://youtu.be/8aqI2QP896A https://www.youtube.com/channel/UCUmhWVzZYhniugzyBQjenSA 8. Kirobo Mini https://youtu.be/G__ruOOlv-Q https://www.youtube.com/channel/UCVAFAVDJrSU1qCHP321HVVA 9. KUKA KR1000 Titan https://youtu.be/lv5TsMHE7fQ https://www.youtube.com/channel/UCNy2_9vy9e0xiViNFjnLJ-A https://youtu.be/gqZNzUQoSMA https://www.youtube.com/channel/UC6HrPPoLdjNynZCvUrJbmBw 10.Piano Tiles 2 Robot https://youtu.be/fqOW84ZTL7k https://www.youtube.com/channel/UCIHJ00QUlxnVDGGOANYTpTA

6 месяцев назад
Here's Why My Cheap Audi R8 was TOTALED! Major Factory Flaw Made my R8 Salvage!

Here's Why My Cheap Audi R8 was TOTALED! Major Factory Flaw Made my R8 Salvage!

Get Honey for FREE ▸ https://joinhoney.com/samcrac Save $$ this holiday season on sites like Amazon, eBay, AutoPartsWarehouse, Best Buy, J.Crew, TireRack, and more! Found It! We take a look under the hood and figure out why this car was totaled out. This should be an interesting rebuild! Instagram: https://www.instagram.com/samcracc/ Email Me: [email protected] Mail: Samcrac PO Box 713 Odessa, FL 33556

2 недель назад
How to Bullet Journal

How to Bullet Journal

Hi, let me give you a brief overview of a method I invented that will help you track the past, organize the present, and plan for the future. I call it the Bullet Journal®, it's an analog system for the digital age.All you need to get started is a notebook and a pen. I hope it serves you well. Best, Ryder (Creator of the Bullet Journal®) __________________ RESOURCES ‣ More on the Bullet Journal method: http://Bulletjournal.com ‣ Yearly Migration: http://bulletjournal.com/yearly-migra... ‣ Threading: http://bulletjournal.com/threading ___________________ FOLLOW ‣ Business Inquiries: [email protected] ‣ Newsletter: https://goo.gl/ada9NB ‣ Instagram: http://instagram.com/bulletjournal ‣ Facebook: https://www.facebook.com/bulletjournal ‣ Twitter: https://www.twitter.com/rydercarroll ___________________ GEAR ‣ Notebook: http://store.bulletjournal.com

3 лет назад
10 Fun Facts About America Even Americans Don't Know

10 Fun Facts About America Even Americans Don't Know

How much do you know about the U.S.? Were you aware that the Library of Congress could have a record of some of your social media posts? Let’s see which of these 10 little-known facts about the United States will manage to surprise you the most! For example, in fact, there were actually 6 American flags placed on the moon during the Apollo landings. It’s unknown whether all those flags are still standing, but the ones that remain have most likely been bleached completely white, from exposure to radiation from the sun. Or what do you think America’s favorite drink is? Go ahead and guess down in the comments! Tea, coffee, soda, juice? If you think soda, you wouldn’t be entirely wrong since it was the top beverage choice for Americans until recently. Now, its crown has passed to…bottled water! TIMESTAMPS: Out-of-this-world flag 1:05 Americans on the moon 2:03 The greatest of the Great Lakes 2:52 The most visited museums in America 3:49 America’s favorite drink 5:03 The Library of Congress archives 6:05 “Hollywoodland” 7:09 Halloween craze 8:04 The Empire State Building lightning strikes 9:08 The Statue of Liberty 10:05 Music by Epidemic Sound https://www.epidemicsound.com/ SUMMARY: - In the U.S., you can see the Star-Spangled Banner waving in the wind at fast food joints, standing tall in people’s yards or attached to their houses, and printed on all kinds of stuff like clothing, pillows, and coffee mugs. - If Armstrong was the first, not many people know that the last man to walk the moon was Apollo 17 Commander Eugene Cernan. - With a surface area of about 31,700 square miles, this lake is about the size of South Carolina! And with a volume of 2,900 cubic miles, Lake Superior is big enough to cover the entirety of North and South America in a foot of water. - Both museums saw around 7 million visitors in 2017, making them tied for the #3 spot on the list of the world’s most visited museums. - In 2016, Americans consumed 88.8 gallons of coffee per capita! So, now you know why your favorite coffee shop is always so crowded! - The Library of Congress is the largest library in the world, holding over 167 million items like rare books, manuscripts, photographs, recordings, and plenty of other important and historic materials. - But when it was installed back in 1923, this iconic sign actually read “Hollywoodland” instead of “Hollywood.” It was originally meant to be a real-estate ad for an upscale district that was only supposed to stand for about a year and a half. - According to the National Retail Federation, more than 175 million Americans are estimated to participate in the holiday in 2018 and will spend around $9 billion. - The tallest building in America is the One World Trade Center at 1,776 feet. But for a long time, from 1931 to 1972, it was the 1,250-foot-tall Empire State Building that held this title. - A lesser known fact is that Lady Liberty looked quite different when she first arrived in New York from Paris. When the copper statue was completed and brought to America in 1886, it was more like the color of a penny. Subscribe to Bright Side : https://goo.gl/rQTJZz ---------------------------------------------------------------------------------------- Our Social Media: Facebook: https://www.facebook.com/brightside/ Instagram: https://www.instagram.com/brightgram/ 5-Minute Crafts Youtube: https://www.goo.gl/8JVmuC ---------------------------------------------------------------------------------------- For more videos and articles visit: http://www.brightside.me/

1 месяцев назад
6 Surprisingly Helpful Invasive Species

6 Surprisingly Helpful Invasive Species

Not all non-native species are totally terrible! Here are six of them can actually do more good than harm. Hosted by: Stefan Chin Head to https://scishowfinds.com/ for hand selected artifacts of the universe! ---------- Support SciShow by becoming a patron on Patreon: https://www.patreon.com/scishow ---------- Dooblydoo thanks go to the following Patreon supporters: Lazarus G, Sam Lutfi, D.A. Noe, الخليفي سلطان, Piya Shedden, KatieMarie Magnone, Scott Satovsky Jr, Charles Southerland, Patrick D. Ashmore, charles george, Kevin Bealer, Chris Peters ---------- 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: https://www.invasivespeciesinfo.gov/animals/bts.shtml http://www.slate.com/articles/health_and_science/green_room/2009/11/dont_sweat_the_invasion.html https://www.nytimes.com/2016/03/01/science/invasive-species.html https://news.nationalgeographic.com/news/2014/07/140724-invasive-species-conservation-biology-extinction-climate-science/ https://www.nps.gov/articles/southwestern-willow-flycatcher.htm http://www.mauritian-wildlife.org/application/index.php?tpid=30&tcid=80 https://www.popsci.com/invasive-species-help-habitat http://www.sciencemag.org/news/2013/04/hated-invasive-species-helps-restore-ecosystem https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1523-1739.2010.01646.x https://www.macalester.edu/~davis/Nature%20Essay.pdf https://academic.oup.com/jhered/article/97/2/107/2187641 http://rsbl.royalsocietypublishing.org/content/12/2/20150623 http://www.iucngisd.org/gisd/species.php?sc=1698 http://wildlife.org/wp-content/uploads/2014/05/Feral-Horse-and-Burro.pdf Images: https://commons.wikimedia.org/wiki/File:Brown_tree_snake_(Boiga_irregularis)_(8387575202).jpg http://www.thinkstockphotos.com/image/stock-photo-horses-run-gallop-in-dust/864573690 http://www.thinkstockphotos.com/image/stock-photo-flock-of-ponies-on-meadow-over-lake-planinsko/857525524 http://www.thinkstockphotos.com/image/stock-photo-horse-in-water/510489580 http://www.thinkstockphotos.com/image/stock-photo-vintage-manual-harvest-scene/98732171 https://commons.wikimedia.org/wiki/File:Tamaris3.jpg https://commons.wikimedia.org/wiki/File:Willow_Flycatcher_-_Malheur_NWR_-_Oregon_S4E0692_(19201908736).jpg https://commons.wikimedia.org/wiki/File:Flowers_of_Iran_by_qom_city_04.jpg https://commons.wikimedia.org/wiki/File:Map_of_Pennsylvania_highlighting_Centre_County.svg https://en.wikipedia.org/wiki/File:Carcinus_maenas.jpg https://en.wikipedia.org/wiki/File:Carcinus_maenas_range.png https://commons.wikimedia.org/wiki/File:Sesarma_reticulatum.png https://en.wikipedia.org/wiki/File:Spartina_alterniflora.jpg https://commons.wikimedia.org/wiki/File:Gracilaria2.JPG https://www.nobanis.org/ias-photo-bank/gracilaria-vermiculophylla/ https://en.wikipedia.org/wiki/File:Aldabrachelys_gigantea.JPG https://en.wikipedia.org/wiki/File:Tour_of_the_Galapagos.ogv https://en.wikipedia.org/wiki/File:Seychelles_outer_islands_25.08.2009_10-20-09.jpg http://www.thinkstockphotos.com/image/stock-photo-main-mauritius-island-view/530100871 http://www.thinkstockphotos.com/image/stock-photo-close-up-portrait-of-aldabra-giant-tortoise/940485024

1 месяцев назад
Genetic algorithms - evolution of a 2D car in Unity

Genetic algorithms - evolution of a 2D car in Unity

Example of application of genetic algorithm for evolution of a 2d car. Made in unity. Music: https://www.youtube.com/watch?v=B4K7Hqv4vts

1 лет назад
A

A "Gaming" SD card?? - $H!T Manufacturers Say

Massdrop Creative Labs Sound Blasterx Siege Mouse over 50% off MSRP until Oct. 5th: https://dro.ps/linus-blasterx Check out the Thermaltake Level 20 series cases on Amazon at http://geni.us/RKaBH4V Has "gaming" marketing gone too far? We explore just what justifies a "gaming" label on this MicroSD card by HyperX. Buy 64GB HyperX Gaming uSD card on Amazon http://geni.us/lngI Buy 128GB HyperX Gaming uSD card on Amazon http://geni.us/FfAkCw Buy 256GB HyperX Gaming uSD card on Amazon http://geni.us/ArdaOV Discuss on the forum: **LINK TO DISCUSSION THREAD** Our Affiliates, Referral Programs, and Sponsors: https://linustechtips.com/main/topic/75969-linus-tech-tips-affiliates-referral-programs-and-sponsors Linus Tech Tips merchandise at http://www.designbyhumans.com/shop/LinusTechTips/ Linus Tech Tips posters at http://crowdmade.com/linustechtips Our Test Benches on Amazon: https://www.amazon.com/shop/linustechtips Our production gear: http://geni.us/cvOS Twitter - https://twitter.com/linustech Facebook - http://www.facebook.com/LinusTech Instagram - https://www.instagram.com/linustech Twitch - https://www.twitch.tv/linustech Intro Screen Music Credit: Title: Laszlo - Supernova Video Link: https://www.youtube.com/watch?v=PKfxmFU3lWY iTunes Download Link: https://itunes.apple.com/us/album/supernova/id936805712 Artist Link: https://soundcloud.com/laszlomusic Outro Screen Music Credit: Approaching Nirvana - Sugar High http://www.youtube.com/approachingnirvana Sound effects provided by http://www.freesfx.co.uk/sfx/

2 месяцев назад
But what *is* a Neural Network? | Deep learning, chapter 1

But what *is* a Neural Network? | Deep learning, chapter 1

Subscribe to stay notified about new videos: http://3b1b.co/subscribe Support more videos like this on Patreon: https://www.patreon.com/3blue1brown Or don't. It's your call really, no pressure. Special thanks to these supporters: http://3b1b.co/nn1-thanks Additional funding provided by Amplify Partners. For any early-stage ML entrepreneurs, Amplify would love to hear from you: [email protected] Full playlist: http://3b1b.co/neural-networks Typo correction: At 14:45, the last index on the bias vector is n, when it's supposed to in fact be a k. Thanks for the sharp eyes that caught that! For those who want to learn more, I highly recommend the book by Michael Nielsen introducing neural networks and deep learning: https://goo.gl/Zmczdy There are two neat things about this book. First, it's available for free, so consider joining me in making a donation Nielsen's way if you get something out of it. And second, it's centered around walking through some code and data which you can download yourself, and which covers the same example that I introduce in this video. Yay for active learning! https://github.com/mnielsen/neural-networks-and-deep-learning I also highly recommend Chris Olah's blog: http://colah.github.io/ For more videos, Welch Labs also has some great series on machine learning: https://youtu.be/i8D90DkCLhI https://youtu.be/bxe2T-V8XRs For those of you looking to go *even* deeper, check out the text "Deep Learning" by Goodfellow, Bengio, and Courville. Also, the publication Distill is just utterly beautiful: https://distill.pub/ Lion photo by Kevin Pluck Music by Vincent Rubinetti: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown ------------------ 3blue1brown is a channel about animating math, in all senses of the word animate. And you know the drill with YouTube, if you want to stay posted on new videos, subscribe, and click the bell to receive notifications (if you're into that). If you are new to this channel and want to see more, a good place to start is this playlist: http://3b1b.co/recommended Various social media stuffs: Website: https://www.3blue1brown.com Twitter: https://twitter.com/3Blue1Brown Patreon: https://patreon.com/3blue1brown Facebook: https://www.facebook.com/3blue1brown Reddit: https://www.reddit.com/r/3Blue1Brown

1 лет назад
The Most Annoying Strategy #5 Wall In Your Opponent!

The Most Annoying Strategy #5 Wall In Your Opponent!

In this video I review one of the most annoying strategies I have seen in this beautiful game of AoE2. I said in the video that this is the fourth episode of the entire series, it is actually the fifth! Spring's stream - https://www.twitch.tv/springtv ➣https://www.twitch.tv/t90official ➣https://www.patreon.com/T90Official ➣https://twitter.com/t90official ➣https://www.facebook.com/T90Official You can donate to my channel by following this link: http://bit.ly/2z4T4rm This video was created under Microsoft's "Game Content Usage Rules" using assets from Age of Empires II: The Conquerors, © Microsoft Corporation.

2 месяцев назад
AI learns to play pool

AI learns to play pool

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

9 месяцев назад
Obsolete By 2030 - Humans Need Not Apply!

Obsolete By 2030 - Humans Need Not Apply!

The 20 jobs that robots are most likely to take over human jobs. Is your job at risk? Machines are only getting smarter and more efficient. So much so that they're starting to take over both blue-collar and white-collar jobs. NPR recently posted a guide created by researchers that predicts the chance of our jobs being automated within the next 20 years. To make their projections, the experts scored jobs across 21 fields on nine possible traits, the four most important being: cleverness, negotiation, helping others, and squeezing into small spaces. http://www.businessinsider.com/jobs-robots-are-most-likely-to-take-over-2015-5 - 9 'future-proof' careers, according to the world's largest job site. "Machines have the potential to make the workplace more efficient, by automating mechanical and routine processes, but humans will always play a key-role at the centre," he said. Check to see if your career makes the list, which is ranked in ascending order by average salary, according to data from Indeed and job search site Glassdoor. http://www.businessinsider.com/careers-that-are-safe-from-automation-2017-5 - Find Out If a Robot Will Take Your Job. Type in you filed or industry to see: http://time.com/4742543/robots-jobs-machines-work/ - Let the robots take our jobs and pay for a Universal Basic Income? As developments in artificial intelligence and robotics advance, there is going to be a severe and swift disruption of many working classes. Large swaths of laborers are going to lose their jobs, leading to unprecedented levels of unemployment. To account for this problem, having access to basic needs should become a right, not a privilege for the non-automated classes. It should be the responsibility of the corporations that have taken away working-class jobs to grant families this right—and the best solution would be in the form of a universal basic income. UBI, an economic proposition in which a sum of money is regularly paid to a population, could be a vital bulwark against the unintended consequences of automation in the workforce. Companies will profit significantly from workforce automation, so the private sector will be able to afford shouldering this burden, while at the same time still making greater profits. https://qz.com/1034358/ubi-and-automation-could-be-the-symbiotic-solution-for-displaced-workers/ God bless everyone. New videos are posted daily. Subscribe to our channel: http://www.youtube.com/c/ShakingMyHeadProductions /////// Cell Towers - 5G - The Truth Will Shock You! - https://youtu.be/Ua1QzJi6Cwc Saturnalia Nimrod Tammuz Saturn Worship - https://youtu.be/AlynY3KC-hQ RFID, Blockchain, AI, Bitcoin - The Truth Will Shock You! - https://youtu.be/W7nt5FynDw8 The First Church of Artificial Intelligence - https://youtu.be/Ll1ww996_I0 5G Technology - What You Need To Know! - https://youtu.be/7xd1_gCJNwA ........................................... Please consider helping out by investing in our our channel and new website : http://savedsoberawake.com

10 месяцев назад
What are quaternions, and how do you visualize them?  A story of four dimensions.

What are quaternions, and how do you visualize them? A story of four dimensions.

How to think about this 4d number system in our 3d space. Thanks to supporters: https://www.patreon.com/3blue1brown With extra-special thanks here: http://3b1b.co/quaternion-thanks Quanta article on quaternions: https://www.quantamagazine.org/the-strange-numbers-that-birthed-modern-algebra-20180906/ The math of Alice in Wonderland: https://www.newscientist.com/article/mg20427391-600-alices-adventures-in-algebra-wonderland-solved/ Music by Vincent Rubinetti: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown ------------------ 3blue1brown is a channel about animating math, in all senses of the word animate. And you know the drill with YouTube, if you want to stay posted on new videos, subscribe: http://3b1b.co/subscribe Various social media stuffs: Website: https://www.3blue1brown.com Twitter: https://twitter.com/3blue1brown Reddit: https://www.reddit.com/r/3blue1brown Instagram: https://www.instagram.com/3blue1brown_animations/ Patreon: https://patreon.com/3blue1brown Facebook: https://www.facebook.com/3blue1brown

2 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

10 месяцев назад
We Broke the WRONG Record! - RTX Overclocking

We Broke the WRONG Record! - RTX Overclocking

Visit https://www.squarespace.com/LTT and use offer code LTT for 10% off Mack Weldon: Use offer code TECHTIPS to get 20% off your next Mack Weldon order at http://geni.us/dvGYl We started out with one goal: Overclock Nvidia's new GeForce RTX 2080 Ti and document the process. But we got a little ahead of ourselves... Discuss on the forum: https://linustechtips.com/main/topic/979714-we-broke-the-wrong-record-rtx-overclocking/ Our Affiliates, Referral Programs, and Sponsors: https://linustechtips.com/main/topic/75969-linus-tech-tips-affiliates-referral-programs-and-sponsors Get Private Internet Access today at http://geni.us/7lLuafK Linus Tech Tips merchandise at http://www.designbyhumans.com/shop/LinusTechTips/ Linus Tech Tips posters at http://crowdmade.com/linustechtips Our Test Benches on Amazon: https://www.amazon.com/shop/linustechtips Our production gear: http://geni.us/cvOS Twitter - https://twitter.com/linustech Facebook - http://www.facebook.com/LinusTech Instagram - https://www.instagram.com/linustech Twitch - https://www.twitch.tv/linustech Intro Screen Music Credit: Title: Laszlo - Supernova Video Link: https://www.youtube.com/watch?v=PKfxmFU3lWY iTunes Download Link: https://itunes.apple.com/us/album/supernova/id936805712 Artist Link: https://soundcloud.com/laszlomusic Outro Screen Music Credit: Approaching Nirvana - Sugar High http://www.youtube.com/approachingnirvana Sound effects provided by http://www.freesfx.co.uk/sfx/

1 месяцев назад
Phase-Functioned Neural Networks for Character Control

Phase-Functioned Neural Networks for Character Control

We present a real-time character control mechanism using a novel neural network architecture called a Phase-Functioned Neural Network. In this network structure, the weights are computed via a cyclic function which uses the phase as an input. Along with the phase, our system takes as input user controls, the previous state of the character, the geometry of the scene, and automatically produces high quality motions that achieve the desired user control. The entire network is trained in an end-to-end fashion on a large dataset composed of locomotion such as walking, running, jumping, and climbing movements fitted into virtual environments. Our system can therefore automatically produce motions where the character adapts to different geometric environments such as walking and running over rough terrain, climbing over large rocks, jumping over obstacles, and crouching under low ceilings. Our network architecture produces higher quality results than time-series autoregressive models such as LSTMs as it deals explicitly with the latent variable of motion relating to the phase. Once trained, our system is also extremely fast and compact, requiring only milliseconds of execution time and a few megabytes of memory, even when trained on gigabytes of motion data. Our work is most appropriate for controlling characters in interactive scenes such as computer games and virtual reality systems.

2 лет 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

9 месяцев 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

4 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
LGR - Using a Floppy Disk Drive on a Smartphone

LGR - Using a Floppy Disk Drive on a Smartphone

Using a 3.5" diskette drive on a modern smart device is oddly straightforward (and enjoyable!) with the right components. Let's set up an Android device to play MS-DOS games from a floppy drive! ● Consider supporting LGR on Patreon: https://www.patreon.com/LazyGameReviews ● Social links: https://twitter.com/lazygamereviews https://www.facebook.com/LazyGameReviews ● Music credits go to: http://www.epidemicsound.com #LGR #Android #Apps

4 месяцев 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

11 месяцев назад
Evolution of Neural Networks using Genetic Algorithm for a 3D car made in Unity

Evolution of Neural Networks using Genetic Algorithm for a 3D car made in Unity

Just a simple implementation of neural net for evolution of a car to finish the track. The neural network itself doesn't evolve in shape, but in the neuron connection weights. Made in Unity Music: "Righteous" by Silent Partner

1 лет назад
Why There Are No Bluish-Yellow Crayons: The Forbidden Color Experiment

Why There Are No Bluish-Yellow Crayons: The Forbidden Color Experiment

Follow me on: Twitter: https://twitter.com/theactionlabman Facebook: https://www.facebook.com/theactionlabrat Get your subscription box here: https://www.theactionlab.com In this video I see if you can see this forbidden color! I explain what a forbidden color is and then I actually show you that you cannot see it in a real experiment. I talk about why bluish yellow and reddish green is a color that no one can see. Then I show you a way that you may be able to see a new color that you have never before realized. Most people cannot see this color. WARNING: If you use the information from this video for your own projects then you assume complete responsibility for the results. My Other Channel: https://www.youtube.com/channel/UCA19mAJURyYHbJzhfpqhpCA For more awesome videos checkout: What Does a 4D Ball Look Like in Real Life? Amazing Experiment Shows Spherical Version of Tesseract https://www.youtube.com/watch?v=_4ruHJFsb4g How I Made an Ant Think It Was Dead—The Zombie Ant Experiment https://www.youtube.com/watch?v=ZPw9dSV6y2c What Happens if You Open a Vacuum Chamber Under Water? And Do Vacuums Float? https://www.youtube.com/watch?v=VugR1WdAOQw Can Light be Black? Mind-Blowing Dark Light Experiments! https://www.youtube.com/watch?v=p-OCfiglZRQ GOLD Mirror-Polished Japanese Foil Ball Challenge in a Vacuum Chamber! https://www.youtube.com/watch?v=5Blt_CJ29WQ Mirror-Polished Japanese Foil Ball Challenge Crushed in a Hydraulic Press-What's Inside? https://www.youtube.com/watch?v=oJ2faqXlU1s Mixing the World's Blackest Paint With the World's Brightest Paint (Black 2.0 vs LIT) https://youtu.be/x5L4_GXePuk Is it Possible to Unboil an Egg? The Amazing Uncooking Experiment! https://youtu.be/QNV4gHWZ9p4 What if You Try To Lift a Negative Mass? Mind-Blowing Physical Impossibility! https://www.youtube.com/watch?v=uAJlg8MDAlU What Does a Giant Monster Neodymium Magnet do to a Mouse? https://www.youtube.com/watch?v=V8-JfSXPDp0 The Worlds Blackest Black vs The Worlds Brightest Flashlight (32,000 lumen)—Which Will Win? https://www.youtube.com/watch?v=AaFdCvnV8PM How Much Weight Can a Fly Actually Lift? Experiment—I Lassoed a Fly! https://www.youtube.com/watch?v=-xZoOUd172Q If You Fly a Drone in a Car, Does it Move With It? (Dangerous In-Car Flight Challenge) https://youtu.be/XjTj-tGPSWE Can Flies Actually Fly in a Vacuum Chamber? https://www.youtube.com/watch?v=C4h-AS729JM I Let a Venus Flytrap Digest My Finger For a Day–Little Shop of Horrors Challenge! https://www.youtube.com/watch?v=tPLuWcOGBCE Drawing On Water-It is So Surreal! https://youtu.be/3NZ-cAf8Bbw

2 месяцев назад
GROWING A HUMAN! - Evolution Simulator [Free]

GROWING A HUMAN! - Evolution Simulator [Free]

We play Evolution, a free game where you can design creatures who slowly learn to do simple tasks. Download: https://keiwan.itch.io/evolution Use coupon code SPOOKVOOPER for 30% off your first server below https://nodecraft.com/r/spookvooper $20+ Patrons: Atronosthelast ** Hashtags to help peeps find this vid ** ADD HASHTAGS HERE #Evolution #DeepLearning #NeuralNetwork #SpookVooper #SpikeViper MUSIC DISCLAIMER(S): Music used by Monstercat is licensed and fully allowed to be used on this channel. Any false copyright claims will be fought without hesitation. Edited With Adobe Premiere Pro PC Specs: i5-4690k 16GB G.SKILL ARES 2400mhz Gigabyte Black Edition Ultra Durable Motherboard Cooler Master Hyper 212 EVO GeForce GTX 970 MSI 100 ME Edition

1 лет назад
The more general uncertainty principle, beyond quantum

The more general uncertainty principle, beyond quantum

The Heisenberg uncertainty principle is just one specific example of a much more general, relatable, non-quantum phenomenon. Apply to work at one of my favorite math education companies: http://aops.com/3b1b Special thanks to the following Patrons: http://3b1b.co/uncertainty-thanks You are the ones making this possible: http://3b1b.co/support For more on quantum mechanical wave functions, I highly recommend this video by udiprod: https://youtu.be/p7bzE1E5PMY Minute physics on special relativity: https://youtu.be/1rLWVZVWfdY Main video on the Fourier transform https://youtu.be/spUNpyF58BY Louis de Broglie thesis: http://aflb.ensmp.fr/LDB-oeuvres/De_Broglie_Kracklauer.pdf More on Doppler radar: Radar basics: https://www.eetimes.com/document.asp?doc_id=1278808 There's a key way in which the description I gave of the trade-off in Doppler radar differs from reality. Since the speed of light is so drastically greater than the speed of things being detected, the Fourier representation for pulse echoes of different objects would almost certainly overlap unless it was played for a very long time. In effect, this is what happens, since one does not send out a single pulse, but a whole bunch of evenly spaced pulses as some pulse repetition frequency (or PRF). This means the Fourier representation of all those pulses together can actually be quite sharp. Assuming a large number of such pulses, it will look like several vertical lines spaced out by the PRF. As long as the pulses are far enough apart that the echoes of multiple objects on the field from different targets don't overlap, it's not a problem for position determinations that the full sequence of pulses occupies such a long duration. However, the trade-off now comes in choosing the right PRF. See the above article for more information. Music by Vincent Rubinetti: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown ------------------ 3blue1brown is a channel about animating math, in all senses of the word animate. And you know the drill with YouTube, if you want to stay posted on new videos, subscribe, and click the bell to receive notifications (if you're into that). If you are new to this channel and want to see more, a good place to start is this playlist: http://3b1b.co/recommended Various social media stuffs: Website: https://www.3blue1brown.com Twitter: https://twitter.com/3Blue1Brown Patreon: https://patreon.com/3blue1brown Facebook: https://www.facebook.com/3blue1brown Reddit: https://www.reddit.com/r/3Blue1Brown

9 месяцев назад