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The Coming Robot Swarms
YouTube: | https://youtube.com/watch?v=uAAYivTtOpQ |
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Likes: | 7,938 |
Comments: | 399 |
Duration: | 04:34 |
Uploaded: | 2017-04-13 |
Last sync: | 2024-11-03 10:15 |
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MLA Full: | "The Coming Robot Swarms." YouTube, uploaded by SciShow, 13 April 2017, www.youtube.com/watch?v=uAAYivTtOpQ. |
MLA Inline: | (SciShow, 2017) |
APA Full: | SciShow. (2017, April 13). The Coming Robot Swarms [Video]. YouTube. https://youtube.com/watch?v=uAAYivTtOpQ |
APA Inline: | (SciShow, 2017) |
Chicago Full: |
SciShow, "The Coming Robot Swarms.", April 13, 2017, YouTube, 04:34, https://youtube.com/watch?v=uAAYivTtOpQ. |
We might soon be following the logic of animal swarms to help us solve problems like traffic and constructing buildings in dangerous places, like Mars!
Hosted by: Hank Green
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Sources:
https://www.newscientist.com/article/dn13402-shockwave-traffic-jam-recreated-for-first-time/
http://www.discovery.com/tv-shows/mythbusters/videos/shockwave-jam/
http://pubsonline.informs.org/doi/abs/10.1287/opre.4.1.42
http://rspa.royalsocietypublishing.org/node/94283.short
http://citeweb.info/19940000455
https://phys.org/news/2006-02-swarm-behavior.html
http://www.igi-global.com/dictionary/swarm-behavior/52004
http://ngm.nationalgeographic.com/2007/07/swarms/miller-text
http://www.nytimes.com/2007/11/13/science/13traff.html
https://pdfs.semanticscholar.org/6735/eb68dd0bcc3f1578fba3287deb8a3291c3c6.pdf
https://www.wired.com/2015/09/hajj-stampede-fluid-dynamics-problem/
https://www.nachi.org/blueprint-reading.htm
The Checklist Manifesto, Atul Gawande, page 51-71: https://smile.amazon.com/Checklist-Manifesto-How-Things-Right/dp/0312430000/
https://www.ncbi.nlm.nih.gov/pubmed/21518911
http://www.eecs.harvard.edu/ssr/papers/icra15-cucu.pdf
http://earthsky.org/earth/army-ants-build-living-bridges
http://www.globalanimal.org/2011/11/09/less-traffic-jams-for-fish-under-water-video/
http://dujs.dartmouth.edu/2011/02/safety-aware-transportation-systems-cooperative-autonomous-driving-for-vehicular-networks/#.WLTiTneZNE4
https://www.greenbiz.com/blog/2012/11/06/what-ants-can-teach-traffic
https://phys.org/news/2009-03-optimized-evolution-ants-dont-traffic.html
https://ucltrafficproject.wordpress.com/swarm-intelligence-and-self-organisation/
https://www.wired.com/2009/02/anttraffic/
https://www.princeton.edu/pr/pwb/03/0331/3a.shtml
https://arxiv.org/pdf/1005.3507.pdf
http://earthsky.org/human-world/termite-inspired-robots-construction-crews-of-the-future
http://science.sciencemag.org/content/343/6172/754
http://science.sciencemag.org/content/343/6172/742.full
http://science.sciencemag.org/content/269/5224/686
http://www.sciencedirect.com/science/article/pii/S221491471300024X
http://www.techhive.com/article/2038484/coralbots-will-restore-and-rebuild-damaged-coral-reefs.html
http://www.coralbots.org/index.html
http://www.cmbb.hw.ac.uk/news/news-archive/coral-bots.html
https://wyss.harvard.edu/technology/autonomous-flying-microrobots-robobees/
https://www.theguardian.com/sustainable-business/swarm-robotics-conservation-coral-reefs-pollination
https://pdfs.semanticscholar.org/28b1/4bcb9e765bab0e95965f17ea2a47bbdfa14a.pdf
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0111970
http://people.virginia.edu/~njg2q/goodall_dissertation.pdf
http://link.springer.com/article/10.1007/s11721-008-0010-8
http://nissannews.com/en-US/nissan/usa/releases/nissan-inspired-by-bees-and-fish-in-developing-technology-for-future-mobility
http://www.strategyand.pwc.com/media/file/Connected-car-report-2016.pdf
https://www.whichcar.com.au/car-advice/swarm-intelligence-for-autonomous-cars-explained
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3499122/
https://www.wired.com/2009/02/anttraffic/
http://naturalrobotics.group.shef.ac.uk/research.html
http://actu.epfl.ch/news/with-or-without-a-driver-vehicles-are-able-to-coop/
https://www.youtube.com/watch?v=SMOk3LZIZR0
http://science.sciencemag.org/content/345/6198/795.long
http://www.agentgui.org/index.php/agents-a-mas/swarm-intelligence
http://www.stigmergicsystems.com/stig_v1/stigrefs/article10.html
Images:
https://commons.wikimedia.org/wiki/File:People_watching_flock_of_birds_from_bird_viewing_deck.jpg
https://commons.wikimedia.org/wiki/File:Exmouth_caperange_termitehill.jpg
https://www.eurekalert.org/multimedia/pub/68601.php
https://commons.wikimedia.org/wiki/File:Kilobot_robot_swarm.JPG
https://commons.wikimedia.org/wiki/File:Termites_in_a_mound.jpg
https://www.eurekalert.org/multimedia/pub/68602.php?from=260207
https://www.youtube.com/watch?v=OU9Ek3UgZaw
Hosted by: Hank Green
SciShow has a spinoff podcast! It's called SciShow Tangents. Check it out at http://www.scishowtangents.org
----------
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, Mark Terrio-Cameron, KatieMarie Magnone, Patrick Merrithew, Charles Southerland, Fatima Iqbal, Benny, Tim Curwick, Scott Satovsky Jr, Philippe von Bergen, Bella Nash, Bryce Daifuku, Chris Peters, Patrick D. Ashmore, Charles George, Bader AlGhamdi
----------
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.newscientist.com/article/dn13402-shockwave-traffic-jam-recreated-for-first-time/
http://www.discovery.com/tv-shows/mythbusters/videos/shockwave-jam/
http://pubsonline.informs.org/doi/abs/10.1287/opre.4.1.42
http://rspa.royalsocietypublishing.org/node/94283.short
http://citeweb.info/19940000455
https://phys.org/news/2006-02-swarm-behavior.html
http://www.igi-global.com/dictionary/swarm-behavior/52004
http://ngm.nationalgeographic.com/2007/07/swarms/miller-text
http://www.nytimes.com/2007/11/13/science/13traff.html
https://pdfs.semanticscholar.org/6735/eb68dd0bcc3f1578fba3287deb8a3291c3c6.pdf
https://www.wired.com/2015/09/hajj-stampede-fluid-dynamics-problem/
https://www.nachi.org/blueprint-reading.htm
The Checklist Manifesto, Atul Gawande, page 51-71: https://smile.amazon.com/Checklist-Manifesto-How-Things-Right/dp/0312430000/
https://www.ncbi.nlm.nih.gov/pubmed/21518911
http://www.eecs.harvard.edu/ssr/papers/icra15-cucu.pdf
http://earthsky.org/earth/army-ants-build-living-bridges
http://www.globalanimal.org/2011/11/09/less-traffic-jams-for-fish-under-water-video/
http://dujs.dartmouth.edu/2011/02/safety-aware-transportation-systems-cooperative-autonomous-driving-for-vehicular-networks/#.WLTiTneZNE4
https://www.greenbiz.com/blog/2012/11/06/what-ants-can-teach-traffic
https://phys.org/news/2009-03-optimized-evolution-ants-dont-traffic.html
https://ucltrafficproject.wordpress.com/swarm-intelligence-and-self-organisation/
https://www.wired.com/2009/02/anttraffic/
https://www.princeton.edu/pr/pwb/03/0331/3a.shtml
https://arxiv.org/pdf/1005.3507.pdf
http://earthsky.org/human-world/termite-inspired-robots-construction-crews-of-the-future
http://science.sciencemag.org/content/343/6172/754
http://science.sciencemag.org/content/343/6172/742.full
http://science.sciencemag.org/content/269/5224/686
http://www.sciencedirect.com/science/article/pii/S221491471300024X
http://www.techhive.com/article/2038484/coralbots-will-restore-and-rebuild-damaged-coral-reefs.html
http://www.coralbots.org/index.html
http://www.cmbb.hw.ac.uk/news/news-archive/coral-bots.html
https://wyss.harvard.edu/technology/autonomous-flying-microrobots-robobees/
https://www.theguardian.com/sustainable-business/swarm-robotics-conservation-coral-reefs-pollination
https://pdfs.semanticscholar.org/28b1/4bcb9e765bab0e95965f17ea2a47bbdfa14a.pdf
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0111970
http://people.virginia.edu/~njg2q/goodall_dissertation.pdf
http://link.springer.com/article/10.1007/s11721-008-0010-8
http://nissannews.com/en-US/nissan/usa/releases/nissan-inspired-by-bees-and-fish-in-developing-technology-for-future-mobility
http://www.strategyand.pwc.com/media/file/Connected-car-report-2016.pdf
https://www.whichcar.com.au/car-advice/swarm-intelligence-for-autonomous-cars-explained
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3499122/
https://www.wired.com/2009/02/anttraffic/
http://naturalrobotics.group.shef.ac.uk/research.html
http://actu.epfl.ch/news/with-or-without-a-driver-vehicles-are-able-to-coop/
https://www.youtube.com/watch?v=SMOk3LZIZR0
http://science.sciencemag.org/content/345/6198/795.long
http://www.agentgui.org/index.php/agents-a-mas/swarm-intelligence
http://www.stigmergicsystems.com/stig_v1/stigrefs/article10.html
Images:
https://commons.wikimedia.org/wiki/File:People_watching_flock_of_birds_from_bird_viewing_deck.jpg
https://commons.wikimedia.org/wiki/File:Exmouth_caperange_termitehill.jpg
https://www.eurekalert.org/multimedia/pub/68601.php
https://commons.wikimedia.org/wiki/File:Kilobot_robot_swarm.JPG
https://commons.wikimedia.org/wiki/File:Termites_in_a_mound.jpg
https://www.eurekalert.org/multimedia/pub/68602.php?from=260207
https://www.youtube.com/watch?v=OU9Ek3UgZaw
Hank: Ants don’t have traffic jams. Hundreds of thousands of ants can walk along narrow lanes in and out of their nest, and the flow doesn’t even stop when two ants bump into each other. They all just keep on moving.
Scientists have noticed this, and they think we can learn a thing or two from these tiny travelers -- and lots of other animals that do similar things. Colonies of termites, herds of zebras, flocks of birds, schools of fish -- they all exhibit some kind of swarming behavior, where a group of animals collectively acts as one big thing.
And they can do great things together, like perfectly synchronizing their movements, or building huge mounds. Wouldn’t it be great if we could get machines to act like that?
The science of swarming behavior is inspiring scientists to build robots that in the future might be able to help with everything from building construction to search-and-rescue missions. The thing that makes swarming behavior so perfect for robotics is that in a swarm, no one member does anything that’s too complicated. An animal is just following a few simple rules, like staying the same distance from all of its neighbors.
That means you don’t need to make the robot super fancy, and you don’t need to program each one to tell it exactly what to do. Instead, you just give a bunch of robots the same basic rules, and because of how those rules play out in large numbers, the group will self-organize, and figure out how to do whatever complicated thing you want them to do.
This is already a reality in today’s robotics. In 2014, we told you about some researchers at Harvard who made over a thousand robots that could arrange themselves into almost any pattern or shape the scientists wanted.
The scientists never told any individual robot where to go. Instead, they just gave each one of them the same simple rules to follow: like, measure how far you are from your neighbors, or find an outer edge of your robot swarm, and move along that edge. By doing those things over and over, the robots figured out exactly where to go.
Those same Harvard engineers also took some inspiration from termites to make robots that could build pyramids, castles, and other structures out of foam blocks. In this case, they borrowed a strategy that termites use, known as stigmergy -- a method of indirectly communicating with each other to reach a common goal.
When humans work on huge construction projects, we need checklists and blueprints and chains of command. And all that involves a lot of direct communication. But termites build by paying attention to tiny clues left over by fellow termites in their environment. When they make mud balls, they add in some pheromones, which tells other termites where to build. Each termite is really doing its own thing, but this indirect form of communication allows them to coordinate their actions.
At Harvard, researchers used a similar idea to design robots that could place blocks based on what the structure looked like at the moment. So one robot could put its block somewhere that indicated where the robots behind it should put their own blocks down. So, they weren’t just blindly building because of how they were programmed.
Instead, the robots could adapt on the fly, even when the researchers tried to mess with them by moving blocks that robots had previously put down. Each robot placed its block based on how the block that was put down before it was oriented. These robot swarms are so far confined to labs, but the idea is to eventually have them work for us, and solve real-world problems.
Some variation of these stigmergic robots might be able to build things in dangerous places, like disaster areas -- or even on Mars. So soon, there might be robot swarms all over the place... which brings us back to traffic.
Scientists have found that car traffic would flow a lot more smoothly if cars acted more like members of swarms, with everyone following the same simple rules -- like staying the same distance from your neighbors and letting nearby cars know what you’re doing.
Humans, you might have noticed, are pretty bad at this. Some people don’t even communicate well enough to use their turn signal and they sit there at the green light ‘cause, I don’t know, what are you doing? Playing Angry Birds?
But we could use swarm-based technology to teach self-driving cars to stay the same distance from cars around them, or we could design them so that they periodically let other cars on the road know what they’re doing. Like everything with autonomous vehicles, it’s all still in the testing and development phase. But the natural logic of swarms might someday be our ticket to less gridlock.
Thanks for watching this episode of SciShow, which was brought to you by our patrons on Patreon. If you want to help support this show, just go to patreon.com/scishow. And don’t forget to go to youtube.com/scishow and subscribe!
Scientists have noticed this, and they think we can learn a thing or two from these tiny travelers -- and lots of other animals that do similar things. Colonies of termites, herds of zebras, flocks of birds, schools of fish -- they all exhibit some kind of swarming behavior, where a group of animals collectively acts as one big thing.
And they can do great things together, like perfectly synchronizing their movements, or building huge mounds. Wouldn’t it be great if we could get machines to act like that?
The science of swarming behavior is inspiring scientists to build robots that in the future might be able to help with everything from building construction to search-and-rescue missions. The thing that makes swarming behavior so perfect for robotics is that in a swarm, no one member does anything that’s too complicated. An animal is just following a few simple rules, like staying the same distance from all of its neighbors.
That means you don’t need to make the robot super fancy, and you don’t need to program each one to tell it exactly what to do. Instead, you just give a bunch of robots the same basic rules, and because of how those rules play out in large numbers, the group will self-organize, and figure out how to do whatever complicated thing you want them to do.
This is already a reality in today’s robotics. In 2014, we told you about some researchers at Harvard who made over a thousand robots that could arrange themselves into almost any pattern or shape the scientists wanted.
The scientists never told any individual robot where to go. Instead, they just gave each one of them the same simple rules to follow: like, measure how far you are from your neighbors, or find an outer edge of your robot swarm, and move along that edge. By doing those things over and over, the robots figured out exactly where to go.
Those same Harvard engineers also took some inspiration from termites to make robots that could build pyramids, castles, and other structures out of foam blocks. In this case, they borrowed a strategy that termites use, known as stigmergy -- a method of indirectly communicating with each other to reach a common goal.
When humans work on huge construction projects, we need checklists and blueprints and chains of command. And all that involves a lot of direct communication. But termites build by paying attention to tiny clues left over by fellow termites in their environment. When they make mud balls, they add in some pheromones, which tells other termites where to build. Each termite is really doing its own thing, but this indirect form of communication allows them to coordinate their actions.
At Harvard, researchers used a similar idea to design robots that could place blocks based on what the structure looked like at the moment. So one robot could put its block somewhere that indicated where the robots behind it should put their own blocks down. So, they weren’t just blindly building because of how they were programmed.
Instead, the robots could adapt on the fly, even when the researchers tried to mess with them by moving blocks that robots had previously put down. Each robot placed its block based on how the block that was put down before it was oriented. These robot swarms are so far confined to labs, but the idea is to eventually have them work for us, and solve real-world problems.
Some variation of these stigmergic robots might be able to build things in dangerous places, like disaster areas -- or even on Mars. So soon, there might be robot swarms all over the place... which brings us back to traffic.
Scientists have found that car traffic would flow a lot more smoothly if cars acted more like members of swarms, with everyone following the same simple rules -- like staying the same distance from your neighbors and letting nearby cars know what you’re doing.
Humans, you might have noticed, are pretty bad at this. Some people don’t even communicate well enough to use their turn signal and they sit there at the green light ‘cause, I don’t know, what are you doing? Playing Angry Birds?
But we could use swarm-based technology to teach self-driving cars to stay the same distance from cars around them, or we could design them so that they periodically let other cars on the road know what they’re doing. Like everything with autonomous vehicles, it’s all still in the testing and development phase. But the natural logic of swarms might someday be our ticket to less gridlock.
Thanks for watching this episode of SciShow, which was brought to you by our patrons on Patreon. If you want to help support this show, just go to patreon.com/scishow. And don’t forget to go to youtube.com/scishow and subscribe!