
Robotic engineering continues to evolve swiftly, yet developing a robot that can detect and pursue odors has proved difficult for the science. Shunsuke SHIGAKI, an assistant professor at Osaka University, seeks to address the problem by analyzing the scent-detection abilities of silk moths. To understand how airflow or sight affect their perception of scents, he built a VR unit for insects in order to gather data. The algorithm created from it allowed him to program a robot with similar odor-detection capabilities. Now, he attempts to give it enough environmental adaptability to navigate obstacles, or operate outdoors. In this episode, we follow SHIGAKI's efforts to create a high-tech robot with abilities learned from actual organisms, so that it might eventually be put to use in search and rescue operations.
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0m 24s
Within tiny bodies, insects possess abilities that are nothing short of astonishing.
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Take... flight.
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An insect's power of flight is said to surpass the mobility of anything developed by human engineering.
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To survive a range of harsh environments, all insects carry unique strengths.
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Moths are known for their exceedingly precise sense of smell.
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Males track females of the same species from kilometers away based on their scent alone.
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French entomologist Jean-Henri Fabre discovered this truth in 1904.
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And yet, in over a century since, scientists were unable to recreate the mechanism enabling such a feat.
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Accepting this challenge is Shunsuke Shigaki, an assistant professor at Osaka University.
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Shigaki used his own unique methods to analyze the behavior of moths in pursuit of a scent.
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This was the device he developed just for that purpose:
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A virtual reality chamber for insects!
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Through his exhaustive research into the senses of moths, Shigaki seeks to build the ultimate robot.
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I'd like to use VR to extract the capabilities
of organisms to utilize artificially. -
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I began this research to see if these abilities
could be recreated in a robot. -
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Biomimicry, the process of reproducing the traits of organisms artificially,
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is capable of repurposing the moths' behavior.
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For all its sophistication, our science couldn't
replicate that scent tracking. -
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And yet insects are capable of it.
It's just fascinating. -
2m 32s
Now, scientists are learning these elusive secrets from the insects themselves.
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Biomimicry Changes the Future of Robotics.
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In this episode, we study alongside the researchers delving into the secrets hidden within these minute creatures.
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In the event of natural disasters such as earthquakes and typhoons,
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search and rescue dogs are used to sniff out survivors who may be trapped beneath the rubble.
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Their keen sense of smell is a literal lifesaver.
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But for humans and canines alike, rescue missions present very real dangers.
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To limit these risks as much as possible,
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researchers are developing a robot that can seek out targets using their odor.
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Shunsuke Shigaki is an assistant professor at Osaka University.
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Shigaki's field of study is control engineering,
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which deals with the precision of machine functions.
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As for his current subject of research...
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These are silk moths.
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Silk moths, insects known for their ability to produce silk fibers.
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Dogs are useful because of the variations
in behavior they're capable of. -
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They possess a cerebrum, and a complex
nervous system. -
4m 30s
Silk moths don't have those, so they reach
mates just through reflexive actions. -
4m 41s
The moths' movements through simple reflexes belie amazing capabilities.
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Silk moths have a long history of being bred for the commercial production of silk.
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This sericulture began in China, where's it's believed to boast a history of more than 5000 years.
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5m 14s
The moths were bred to produce ever whiter and more attractive silk.
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By the time a silkworm matures into a moth,
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its body is solely devoted to achieving reproduction.
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5m 35s
It can't fly, or even eat.
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The mature male silk moth devotes itself entirely to reaching its partner.
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5m 51s
Its guiding light in this journey is the pheromones secreted by the female.
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6m 01s
The male moths are equipped with comb-shaped antennae that catch the scent of their mate.
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Researchers performed tests to see just how effective this trait may be.
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On the right is the female, and on the left, the male.
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As soon as the cover is removed, the male reacts to the scent.
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It wastes no time in seeking out the female.
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6m 29s
The silk moth's compound eyes can react swiftly to movement,
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but aren't considered capable of precise vision.
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It's hard to theoretically determine the source of
a specific odor, such as a gas leak. -
6m 49s
That's why we began researching robots
that use biomimicry. -
6m 58s
To locate an invisible scent...
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Replicating this ability artificially proved challenging.
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Exhaustive study of the moths' capabilities would be necessary,
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but Shigaki invented a device for the task.
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7m 17s
With this system, we stimulate the moth over a sustained period
with odor, airflow, and sight. -
7m 32s
The moth is inside this measurement device.
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7m 35s
The system creates the illusion that it's
moving towards a mate. -
7m 44s
The moth is secured at the center of the device.
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7m 51s
The flashing LED lights simulate forward movement,
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lighting up to make the moth believe it's walking.
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8m 02s
The scent is released directly above the antennae,
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8m 05s
and based on the direction and intensity of the airflow, the distance from the female is recreated.
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It's a VR suite just for moths.
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This is a virtual environment through
which the moths actually move themselves. -
8m 30s
A scented breeze drifts through the simulated environment.
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The male moth reacts, and begins walking.
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In order to test just how the moths move in response to the air strength and direction,
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as well as the intensity of the scent, detailed data is sampled 30 times a second.
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9m 03s
With the invention of this device,
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it became possible to understand how the moth's movement is affected by different conditions.
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9m 16s
We performed repeated trial and error to provide
stimuli matching the actual research environment. -
9m 29s
It needs to be totally realistic in order to work,
so it was very time consuming. -
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We spent more than a year, after which
we were finally able to add in various conditions. -
9m 45s
Having gathered a wealth of reliable data,
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the team succeeded in programming an algorithm that realistically simulated the moths' behavior.
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The top algorithm is the one we proposed,
while the bottom is the previously used one. -
10m 04s
The scent appears along the middle line.
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Moths used to go to the edge and then return,
but with our model, they stay in the middle. -
10m 19s
The scent tracking capabilities of the moths had been analyzed in a previous study.
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But when compared to the previous algorithm,
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the accuracy of Shigaki's model in recreating their behavior became clear.
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It proved itself with a higher success rate in reaching the scent.
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At the time, they used a video camera to record
their movements manually, frame by frame. -
10m 55s
That massive amount of work led to
the algorithm for scent tracking. -
11m 03s
Naturally, it was essential as a foundation
for our research. -
11m 13s
Three decades ago, a researcher performed the world's first study on scent tracking in silk moths.
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Professor Ryohei Kanzaki,
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of the University of Tokyo's Research Center for Advanced Science and Technology.
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Kanzaki is a pioneer of the field who has spent over 40 years examining how the moths' brains react to scents.
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Kanzaki feels a sense of inspiration and possibility toward
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the mysteries that remain concealed within the insects' brains.
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11m 55s
For all its sophistication, our science couldn't
replicate that scent tracking. -
12m 03s
And yet insects are capable of it
with their limited neurons. -
12m 07s
It's just fascinating.
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12m 10s
In terms of the scientific technique we use going ahead,
one way is to rely on the analyses we've come up with. -
12m 18s
Another way is to solve problems using the techniques
that insects have gained through evolution. -
12m 29s
The former tends to place a strain on nature.
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But insects perform their tasks while
coexisting with the natural ecosystem. -
12m 40s
I think it's possible that we could develop that sort of engineering.
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I feel that Professor Shigaki's research
has a part to play in that. -
12m 59s
Shunsuke Shigaki first came into contact with robots 20 years ago, at a local event.
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There was this local workshop to build
soccer-playing robots. -
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I asked my parents to let me join it.
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I learned about a competition called RoboCup
that promotes development of AI and robotics. -
13m 31s
In 2002, the international robotics competition was held in Shigaki's home prefecture, Fukuoka.
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We share in the dream of RoboCup,
and pledge to compete fairly. -
13m 47s
The competition involved creating robots capable of autonomous movement.
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13m 55s
To foster interest in AI and robotic engineering,
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a junior division was included for children.
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Take a look at this robot here...
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The workshop held in preparation for the championship was a fateful experience...
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Shigaki recalls it being the moment he fell in love with robotics.
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As if to prove his enthusiasm,
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he was crowned world champion with his very first entry into the competition.
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I really got into robots with that, and RoboCup
let me communicate with all kinds of people. -
14m 45s
Enjoying working with robots, I took part
in RoboCup from grade school to technical college. -
14m 58s
Over the course of a decade,
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Shigaki enjoyed building soccer robots together with his teammates.
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15m 10s
After honing his skills, an important question occurred to him...
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What if I took that soccer robot somewhere
else, like onto a basketball court? -
15m 23s
Even though it's a similar field, I knew the robot
wouldn't be able to function outdoors. -
15m 30s
But humans can play soccer on any kind of field.
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15m 34s
It led me to consider what the functional difference is
between humans and robots. -
15m 43s
In the present, robots have grown ever more advanced.
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Your order is ready.
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But their abilities remain limited to distinct environments.
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Their effective use is only possible in the areas for which they were designed.
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In order to overcome this hurdle, Shigaki enrolled at the Tokyo Institute of Technology.
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One of the professors here has become known for his work on environmental adaptation in robotics.
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Hello. Nice to see you again.
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He's popular. He gets a lot of invitations.
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16m 49s
Professor Daisuke Kurabayashi was Shigaki's mentor during his student years,
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and the one who led him to the current experiment.
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Here it is.
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It's just like I remember.
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I removed some equipment.
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Although he entered with the intent of learning robotics,
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Shigaki spend countless days at this lab studying insects under a microscope.
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It wasn't quite the research that he'd originally envisioned for himself.
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I convinced him to come.
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That we couldn't do this with
just artificial constructs. -
17m 35s
I told him we needed to consider the brain
and nerves to make an intelligent robot. -
17m 43s
He based his research on that concept.
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It was very persuasive.
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I made a shift in my focus at that point,
and it ended up being to my benefit. -
17m 59s
Professor Kurabayashi really impressed me.
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18m 06s
Shigaki's interest in environmentally adapting robots was piqued.
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Here, he learned the basis of studying systems from living organisms.
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So what kind of research does Kurabayashi have in his sights now?
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Our objective in our research is
to control multiple robots more simply. -
18m 37s
When there are a lot of robots involved,
sending individual commands is a hassle. -
18m 42s
It's better if a single command can be interpreted
by multiple robots, doing the work in unison. -
18m 50s
But how best to construct that system?
We got a hint from the slime mold. -
19m 01s
The "true slime mold," also called the "plasmodial slime mold,"
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19m 05s
is a formless mass that despite being a single-celled organism,
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19m 09s
can form clusters of 1 meter in size.
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19m 15s
We lit it from below to photograph it from above.
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The black areas are where the mold is thick,
and the light areas where it's thin. -
19m 29s
The slime mold is an organism that periodically
changes the thickness of the jelly it's composed of. -
19m 41s
In scientific terms, objects that carry out periodic movement are called "oscillators."
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Oscillators interact and synchronize with other similarly moving objects.
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Even a candle's flame can be one.
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By drawing two candles nearby, their flames oscillate and interact.
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20m 12s
Kurabayashi decided to put this function to use in manipulating robots efficiently.
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20m 22s
If we applied them as control devices, we could
easily control a large number of robots. -
20m 28s
That was our rationale.
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20m 35s
His experiment yielded results.
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20m 40s
Each of the robots is trying to follow the single
leader robot beyond the wall. -
20m 46s
They're able to change the shape of their group
in order to efficiently slip through. -
20m 57s
The strategy allowed one single command to be issued to the leader,
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21m 01s
while even without commands, the other robots know to follow thanks to the oscillations.
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21m 12s
Consider a situation with a large group of robots.
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21m 16s
Even if the ones in the rear can't see the leader,
they can still preserve order this way. -
21m 23s
The leader signals with light based on the situation,
so it's easy to keep them organized. -
21m 32s
This was a new achievement for robotics.
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21m 41s
Kurabayashi's firm belief is that biomimicry will allow robots to increase their capabilities dramatically.
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22m 03s
Assistant Professor Shigaki has made considerable progress in his efforts
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22m 07s
to refine the odor-tracking algorithm using VR.
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22m 16s
The time has come to put an algorithm that performed well in simulations to the test with an actual robot.
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22m 25s
This is a robot, and it's programmed with
the algorithm modeled in virtual reality. -
22m 35s
It can be moved with a compact controller.
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22m 39s
The program is very economical and effective.
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22m 43s
As the silk moths have two antennae,
the robot has two alcohol sensors here. -
22m 56s
This robot plays the role of the silk moth.
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22m 59s
Since sensors like the moths' antennae can't be achieved with currently available technology,
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23m 05s
industrial alcohol sensors are used instead.
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23m 09s
Airflow sensors are also attached in each of the four directions.
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23m 18s
It lacks other equipment common to testing robots, such as distance sensors or cameras -
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23m 24s
It was designed to respond to odor and airflow alone.
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23m 32s
Just like the moths, the robot is simple.
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23m 37s
To gauge what their effective scent detection
is based on, we used a deliberately simple robot. -
23m 48s
Now comes the critical moment for Shigaki's robot,
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23m 52s
to see whether it can respond as hoped.
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23m 59s
Ethanol alcohol is placed at a distance of 2 meters.
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24m 07s
The odor and sensors are only an approximation of the moth's physiology...
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24m 17s
But after 1 and a half minutes, the robot succeeds with flying colors.
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24m 28s
As for the pattern of the robot's movements...
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24m 38s
They're almost identical to those of a real moth!
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24m 53s
Next comes a greater challenge.
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24m 56s
An obstacle is placed between the robot and the source of the odor.
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25m 02s
The robot has no trouble navigating around the barrier to reach its goal.
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25m 07s
More proof that the moth's functions have been properly replicated.
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25m 16s
All the tasks are completed without cameras or distance sensors,
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25m 21s
acting only on the limited information carried on the wind.
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25m 27s
The adaptivity found in the animal kingdom has provided a new solution,
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25m 32s
the likes of which scientific minds might have remained unaware.
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25m 38s
This robot isn't much more than a toy,
so I'd like to upgrade to a more practical one. -
25m 48s
I think it competes well with the moth
in a fixed environment. -
25m 52s
Actual insects react diversely to different stimuli,
such as distinguishing between a flower and a mate. -
26m 05s
I'm very interested in the prospect of
replicating that artificially. -
26m 13s
At last it's time for Shigaki to confront the first question that lead him to study biomimicry in robotics.
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26m 22s
Could a robot effectively perform its functions in a completely new environment without any advance preparation?
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26m 39s
It did surprisingly well.
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26m 43s
It seems that incorporating the moths' abilities has made environmental adaptation possible even outdoors.
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26m 53s
The next step will be to place the robot
further away, where it may or may not encounter the odor. -
27m 02s
We predict an environment where the robot
may be some distance away. -
27m 09s
We need to look at how the robot initially acts,
and how it will perform when coming across an odor. -
27m 18s
We've managed to succeed outdoors by
gradually predicting these things. -
27m 22s
Next we'll introduce wider variables and obstacles
to expand the range of the system. -
27m 30s
Each step brings us closer to social implementation.
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27m 37s
The odor-tracking once thought impossible for human science
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27m 41s
has been all but realized thanks to Shigaki's efforts.
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27m 44s
With the tiny trek of the silk moths, he continues his lifelong pursuit.