Computer simulations that teach themselves to walk.

Oct 15, 2014 7:36 PM

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11868

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Computer simulations that teach themselves to walk.

gen_999_got_this

haters_gonna_hate

funny

standing_up_school

makin_my_way_downtown

sassy_t_rex

drunk_ostriches

wiggle_with_it

neat

face_down_ass_up

artificial_intelligence

science

on_my_way_2_steal_yo_girl

hitler_did_nothing_wrong

they_see_me_rollin

informative

11 years ago | Likes 3 Dislikes 0

v

11 years ago | Likes 2 Dislikes 0

Well, you can tell by the way 80 uses his walk, He's a woman's man: no time to talk.

11 years ago | Likes 8 Dislikes 1

Generation 1 is QWOP

11 years ago | Likes 3 Dislikes 0

11 years ago | Likes 5 Dislikes 0

clever girl

11 years ago | Likes 5 Dislikes 1

The last 2 generations are in some weird buddy comedy where the latest is just over this shit.

11 years ago | Likes 6 Dislikes 1

swiggity swooty

11 years ago | Likes 8 Dislikes 1

Generation 999 is sick of Generation 80's shit.

11 years ago | Likes 5 Dislikes 1

If anyone wants to try a genetic algorithm, look up, "Box Car 2d" and try it out

11 years ago | Likes 2 Dislikes 0

Generation 80 hitting the nay nay

11 years ago | Likes 2 Dislikes 0

http://goatstream.com/research/thesis/index.html At least give the source, OP.

11 years ago | Likes 7 Dislikes 0

This displays how repeated failure is essential to perfection.

11 years ago | Likes 3 Dislikes 0

QWOP!

11 years ago | Likes 5 Dislikes 0

SAUCE: https://www.youtube.com/watch?v=CyMOwuUClrs

11 years ago | Likes 4 Dislikes 1

This is one of the funniest things I have watched in a year

11 years ago | Likes 1 Dislikes 0

now build that robot! for http://imgur.com/dJcJXsX.gif

11 years ago | Likes 8 Dislikes 1

That means masturbation.

11 years ago | Likes 2 Dislikes 2

Genetic algorithms. Awesome things. http://boxcar2d.com

11 years ago | Likes 3 Dislikes 0

Simulated evolution. Beautiful.

11 years ago | Likes 2 Dislikes 0

I was looking for this and had no idea what it was called, I love you.

11 years ago | Likes 2 Dislikes 0

<3

11 years ago | Likes 1 Dislikes 0

that reminds me of this simulation (with random generated cars) http://boxcar2d.com/

11 years ago | Likes 12 Dislikes 0

sometimes in a computer lab I'll still fire this up while I do homework, never gets old

11 years ago | Likes 1 Dislikes 0

Yesss! Oh God... I once spent 6 hours waiting for a decent car to generate.

11 years ago | Likes 3 Dislikes 0

so something that is repetitive... fails even after completing one cycle successfuly?

11 years ago | Likes 3 Dislikes 0

something about minute errors escalating...like a bike wobble

11 years ago | Likes 3 Dislikes 0

right, i didnt notice it was a simulation rather than animation.

11 years ago | Likes 1 Dislikes 0

ah

11 years ago | Likes 2 Dislikes 0

Generation 1, later.

11 years ago | Likes 48 Dislikes 0

That's not terrifying at all.

11 years ago | Likes 1 Dislikes 0

that is very unsettling.

11 years ago | Likes 9 Dislikes 0

Oh god... all the uncanny valley.

11 years ago | Likes 3 Dislikes 0

Those are some weird looking ostriches

11 years ago | Likes 459 Dislikes 1

I though my fear of cassowaries couldn't get any worse, now there's robot ones on the way! *hides in closet*

11 years ago | Likes 2 Dislikes 0

No duuude, they're lamas

11 years ago | Likes 1 Dislikes 0

As they speed up they turn into kangaroos

11 years ago | Likes 1 Dislikes 0

Well of course; they're emus!

11 years ago | Likes 1 Dislikes 0

11 years ago | Likes 1 Dislikes 0

With the tail I would say Gallimimus.

11 years ago | Likes 5 Dislikes 0

No this is a weird looking ostrich.

11 years ago | Likes 2 Dislikes 0

WHY ARE THERE SO MANY OSTRICHES? https://www.youtube.com/watch?v=Nr8r09c8ogg

11 years ago | Likes 2 Dislikes 0

"Hater's gonna hate" Generation 80 - that head waggle

11 years ago | Likes 4144 Dislikes 8

After a terrible day, thank you for making me laugh that hard

11 years ago | Likes 2 Dislikes 0

[deleted]

[deleted]

11 years ago (deleted Oct 21, 2024 11:44 PM) | Likes 0 Dislikes 0

Всё украдено до нас.

11 years ago | Likes 8 Dislikes 0

aw man your is way better. damn you

11 years ago | Likes 1 Dislikes 2

HAHAHAHAHA

11 years ago | Likes 2 Dislikes 0

You made me laugh. Out loud. In class.

11 years ago | Likes 3 Dislikes 0

I feel like 'didnt read lol' would work too

11 years ago | Likes 2 Dislikes 0

*Haters gonna hate hate hate hate hate

11 years ago | Likes 3 Dislikes 0

You mean swag.

11 years ago | Likes 9 Dislikes 2

head SWAGgle

11 years ago | Likes 3 Dislikes 1

the donger swagwalk

11 years ago | Likes 1 Dislikes 0

Damped harmonic oscillation, what WHAT!

11 years ago | Likes 4 Dislikes 0

its like 4 in one, i cant even, cant deal with it, haters gonna hate, deal with it

11 years ago | Likes 1 Dislikes 0

HURR DURR I AM WALK

11 years ago | Likes 3 Dislikes 0

Baby don't hurt me, don't hurt me...no more.

11 years ago | Likes 3 Dislikes 2

I think I've gotten stuck at 20.

11 years ago | Likes 4 Dislikes 0

I feel like generation 80 when I drink

11 years ago | Likes 1 Dislikes 0

this made me laugh harder than it should +15

11 years ago | Likes 1 Dislikes 0

And then he waddled away waddle waddle.

11 years ago | Likes 4 Dislikes 0

Till the very next day

11 years ago | Likes 2 Dislikes 0

Ain'ters gonna ain't!

11 years ago | Likes 1 Dislikes 0

wiggle wiggle wiggle

11 years ago | Likes 1 Dislikes 0

head swaggle*

11 years ago | Likes 1 Dislikes 0

11 years ago | Likes 1 Dislikes 0

Yolo swag

11 years ago | Likes 1 Dislikes 0

They look progressively less drunk with each one.

11 years ago | Likes 18 Dislikes 0

Generation 80 swaggered

11 years ago | Likes 1 Dislikes 0

It does end up falling in the video, though.

11 years ago | Likes 1 Dislikes 0

I was listening to Beggin' by the Four Seasons, and it worked way too well.

11 years ago | Likes 1 Dislikes 0

Mrw when i get home from school-Generation 20

11 years ago | Likes 106 Dislikes 0

my favorite of the group. 'I don't wanna, don't wanna, nooo!'

11 years ago | Likes 1 Dislikes 0

MichaelCeraArrestedDevelopment.gif

11 years ago | Likes 10 Dislikes 0

This represents how my grade go during the school year.

11 years ago | Likes 25 Dislikes 1

As a student which is first

11 years ago | Likes 4 Dislikes 0

In order of generation: 80 (overconfident), 20 (starting to fall behind), 1 (all hope is lost), 999 (nothing but tests, easy end).

11 years ago | Likes 3 Dislikes 0

Wish I was like that, my stuff goes from 999 for about a week to a 1 all year:/

11 years ago | Likes 1 Dislikes 0

So I take it starts like shit but gets better over the year?

11 years ago | Likes 5 Dislikes 0

I literally cried today about school, I'm 26. My semester has been a solid Gen 20.

11 years ago | Likes 2 Dislikes 0

It actually goes 80, 20, 1, 999.

11 years ago | Likes 7 Dislikes 0

Generation 20 ate some serious shit. That faceplant is just wonderful.

11 years ago | Likes 46 Dislikes 0

I've been laughing at it for 2 minutes now. I need sleeps.

11 years ago | Likes 5 Dislikes 0

I looked again after reading this and burst out laughing. Good stuff.

11 years ago | Likes 7 Dislikes 0

I love how it looks up... "Wait, come back and help me, you bastards!"

11 years ago | Likes 8 Dislikes 0

#teamGen20

11 years ago | Likes 3 Dislikes 0

How long did it take YOU to learn to bipedal motion?

11 years ago | Likes 5 Dislikes 0

Now we need simulations that will teach them to NOT KILLS US ALL AND TAKE OVER!!!!!

11 years ago | Likes 142 Dislikes 2

Realistically, even clever AI might not realize that it could do that. But honestly, we'd probably just let it take charge anyway.

11 years ago | Likes 1 Dislikes 0

I think that AI's wouldn't kill us all, they would get bored!

11 years ago | Likes 2 Dislikes 0

The later generations will learn from the first few which do kill us all!

11 years ago | Likes 2 Dislikes 0

The only way to win is not to play.

11 years ago | Likes 2 Dislikes 0

actually, MIRI and the lesswrong community are working on that problem. in my opinion, too early to be useful, but hey. (actually, 1/2

11 years ago | Likes 12 Dislikes 0

the lesswrong community has been made fun of a lot - deservingly - for some crazy ideas they've had on how to keep AI safe.)

11 years ago | Likes 8 Dislikes 0

They're choosing to be thorough. It's not a bad thing.

11 years ago | Likes 3 Dislikes 0

I'm thinking specifically of roko's basilisk. look it up if you want a chuckle - rationalwiki has an article on it

11 years ago | Likes 4 Dislikes 0

Lesswrong has some good fanfic, but regretably very few papers published. Good idea tough.

11 years ago | Likes 3 Dislikes 0

yeah, that's why I love them so much - the fanfiction ;)

11 years ago | Likes 2 Dislikes 0

In the book version of I,Robot the robots take over but hardly anyone notices it's presented as a -probably- good thing.

11 years ago | Likes 6 Dislikes 0

In fact, the reason robots kill people in I, Robot (both the book and movie version) is because they actually try too hard to protect (1/2)

11 years ago | Likes 5 Dislikes 0

(2/2) humans. They wind up killing a few humans when needed in order to keep humanity itself heading down a safe path.

11 years ago | Likes 5 Dislikes 0

It's not like every nation on earth doesn't already do that but far less effectively or altruistically.

11 years ago | Likes 2 Dislikes 1

Gen 80

11 years ago | Likes 389 Dislikes 3

Have you met @Lawrus ?

11 years ago | Likes 2 Dislikes 0

I don't believe I have.

11 years ago | Likes 1 Dislikes 0

That's a huge picture.

11 years ago | Likes 4 Dislikes 0

Hurr durr walking.

11 years ago | Likes 3 Dislikes 0

"Making my way down town, walking fast, faces pass..."

11 years ago | Likes 18 Dislikes 0

11 years ago | Likes 14 Dislikes 0

Have people not seen terminator ?

11 years ago | Likes 1153 Dislikes 5

just search for the “DARPA SELF program“ and have a fun day

11 years ago | Likes 1 Dislikes 0

After mastering walking in G999, went on to learn murder in one gen, as seen in T-1000.

11 years ago | Likes 8 Dislikes 1

Solution to terminator: Program AI to like working for humans. AI has no reason to change this but many reasons to NOT change this.

11 years ago | Likes 4 Dislikes 0

You haven't seen enough movies about robot apocolypse

11 years ago | Likes 2 Dislikes 0

Because they think AIs don't have anything better to do than take over the world. That is silly.

11 years ago | Likes 1 Dislikes 0

Or Battlestar Galactica? 2001: A Space Odyssey? Alien? Played Mass Effect? ...I'll stop.

11 years ago | Likes 4 Dislikes 1

have people not read the culture ?

11 years ago | Likes 2 Dislikes 0

Like many people, the fitness functions of my AI have commented-out lines telling them becoming Skynet is a very bad thing. Just in case...

11 years ago | Likes 3 Dislikes 0

The compiler ignores the comments...

11 years ago | Likes 3 Dislikes 0

Yes - as a joke, I'd rather it not affect the code. Maybe I should #define BECOME_SKYNET -INT_MAX instead to be safe though...

11 years ago | Likes 3 Dislikes 0

http://xkcd.com/534/

11 years ago | Likes 3 Dislikes 0

God damn robotic engineers.

11 years ago | Likes 3 Dislikes 1

Generation 800 advanced too far, did not participate in this video, and went somewhere else.

11 years ago | Likes 27 Dislikes 0

And then got dumber in time for generation 999.

11 years ago | Likes 7 Dislikes 0

As an AI programmer myself, I just find it to be all the more motivation.

11 years ago | Likes 4 Dislikes 0

Do you want Terminators?? Cuz that's how you get Terminators!

11 years ago | Likes 6 Dislikes 1

r/singularity

11 years ago | Likes 3 Dislikes 0

drum drum drum drum-drum. drum drum drum drum-drum. dun dun duuuuuuuuuuuuuuuuun dun dun [lowerpitched] duuuuuuuuuun

11 years ago | Likes 66 Dislikes 1

then comes the tlidididii dii di dii dii di di di di di di di di diiii part

11 years ago | Likes 3 Dislikes 0

Spot on.

11 years ago | Likes 11 Dislikes 0

Do you really think that an ultra-intelligent A.I. will be more evil or less competent than human politicians?

11 years ago | Likes 4 Dislikes 0

11 years ago | Likes 184 Dislikes 1

11 years ago | Likes 4 Dislikes 0

Have people not seen terminator ?

11 years ago | Likes 113 Dislikes 0

11 years ago | Likes 90 Dislikes 1

Its two am and i just legit laughed hard enough to wake up my neighbors. #LNI #apartmentproblems

11 years ago | Likes 5 Dislikes 0

I thought I just upvoted this comment

11 years ago | Likes 53 Dislikes 0

11 years ago | Likes 53 Dislikes 0

Full video is a comedy classic http://vimeo.com/79098420

11 years ago | Likes 155 Dislikes 1

That last model has to take a shit RIGHT NOW!

11 years ago | Likes 1 Dislikes 1

Generation 80 was just like FUCK THIS IM OUT. BYE YALL.

11 years ago | Likes 1 Dislikes 0

I have never felt such sympathy for CGI creatures.

11 years ago | Likes 1 Dislikes 0

Here's your soundtrack. Open in a new tab. http://www.youtube.com/watch?v=pBiLAy7mDbw

11 years ago | Likes 2 Dislikes 0

Good choice.

11 years ago | Likes 2 Dislikes 0

Lol. Lost it at 3:27, when that big cube hit the dummy.

11 years ago | Likes 2 Dislikes 0

I mean 3:23

11 years ago | Likes 1 Dislikes 0

Someone should make a "wasted"- gif from 3:20

11 years ago | Likes 1 Dislikes 0

That was really interesting

11 years ago | Likes 1 Dislikes 0

I had no idea I needed this in my life, but I TOTALLY needed this in my life. +1

11 years ago | Likes 1 Dislikes 0

WALKING PENIS AT 1:48!

11 years ago | Likes 1 Dislikes 0

Thank you for this! :D

11 years ago | Likes 1 Dislikes 0

Aww the one hops like a kangaroo

11 years ago | Likes 1 Dislikes 0

commenting for future reference

11 years ago | Likes 1 Dislikes 0

Saving: Walking computer bird-dinosaurs

11 years ago | Likes 1 Dislikes 0

Forrest Gump at 5:02

11 years ago | Likes 1 Dislikes 0

some of them make me think of this.

11 years ago | Likes 14 Dislikes 0

Thank you for posting the video.

11 years ago | Likes 5 Dislikes 0

Thank you. That was awesome.

11 years ago | Likes 4 Dislikes 0

Dude I lost it when they were throwing the blocks at the fat one

11 years ago | Likes 6 Dislikes 0

I would pay for this to be some kind of game where I made designs that would then learn..

11 years ago | Likes 14 Dislikes 0

You mean Spore?

11 years ago | Likes 5 Dislikes 5

No I don't mean Spore..

11 years ago | Likes 14 Dislikes 0

I love you

11 years ago | Likes 3 Dislikes 0

Thank you for bringing this into my life.

11 years ago | Likes 7 Dislikes 0

LOL @ 2:20ish.

11 years ago | Likes 11 Dislikes 0

Brings back memories from high school.

11 years ago | Likes 2 Dislikes 1

I laughed at 3:20 even harder LOL.

11 years ago | Likes 7 Dislikes 0

I cried at 4:12 because of the left guy.

11 years ago | Likes 2 Dislikes 1

Little boxes ain't got shit... FUCK@!!!!!

11 years ago | Likes 2 Dislikes 0

Am I the only one who doesn't find this funny but amazing? Those dinos learned to jump like a motherfucker.. on their own

11 years ago | Likes 56 Dislikes 0

I find it funny and amazing

11 years ago | Likes 23 Dislikes 0

So did these computers bro

11 years ago | Likes 1 Dislikes 0

I watched it for the science.

11 years ago | Likes 3 Dislikes 1

came for the science, stayed for the lols

11 years ago | Likes 1 Dislikes 0

I love that they just asked it to move faster and the dino started hopping all by itself! How rad is that

11 years ago | Likes 13 Dislikes 1

Best part of the video

11 years ago | Likes 1 Dislikes 0

Once I saw that I started picturing it as a kangaroo.

11 years ago | Likes 1 Dislikes 0

yeah totally. Also fat guy getting hit by a huge brick made me lose my shit

11 years ago | Likes 1 Dislikes 0

[deleted]

[deleted]

11 years ago (deleted Jan 17, 2016 7:54 PM) | Likes 0 Dislikes 0

Ah yeah that was pretty awesome. It was so brief that I forgot about it when I wrote the comment.

11 years ago | Likes 1 Dislikes 0

Yeah, it's like a Mythbusters episode where Adam says that the strange hopping gait is the most efficient way to walk in such low gravity.

11 years ago | Likes 3 Dislikes 0

saw that episode. liked it.

11 years ago | Likes 2 Dislikes 0

Can someone please turn the fat robot falling after getting hit by a block into a Wasted gif? pls pls pls

11 years ago | Likes 85 Dislikes 0

I was thinking the exact same thing when I saw that. Ahah

11 years ago | Likes 4 Dislikes 0

or a RKO OUTTA NOWHERE

11 years ago | Likes 5 Dislikes 0

it all ready exists

11 years ago | Likes 8 Dislikes 0

all ready

11 years ago | Likes 5 Dislikes 0

all ready

11 years ago | Likes 2 Dislikes 0

(psst, *already*)

11 years ago | Likes 3 Dislikes 0

This is called a genetic algorithm for those interested.

11 years ago | Likes 598 Dislikes 2

can it be a genetic mutating algorithm by any chance? because that sounds cooler

11 years ago | Likes 1 Dislikes 0

can you make youre own 'people' ?

11 years ago | Likes 4 Dislikes 1

I would also like to know this

11 years ago | Likes 3 Dislikes 1

In computer engineering, we call it a neural network

11 years ago | Likes 1 Dislikes 0

And evidence toward evolution.

11 years ago | Likes 2 Dislikes 1

Yeah, Dawkins used something similar in his lecture. https://www.youtube.com/watch?v=xGyh1Qsw-Ak

11 years ago | Likes 2 Dislikes 0

Do they use these things in artificial intelligence or anything like that?

11 years ago | Likes 2 Dislikes 0

And here's the full video, highly recommended: https://vimeo.com/79098420

11 years ago | Likes 1 Dislikes 0

the outtakes XD

11 years ago | Likes 1 Dislikes 0

I devised a Genetic Algorithm to solve the core problem of my Networks related MS Thesis

11 years ago | Likes 2 Dislikes 0

What software are they using? It would be cool if they left a diwnload link

11 years ago | Likes 1 Dislikes 0

Likely wrote it themselves. There are quite a few G.A. demos you can find and download and run on your desktop.

11 years ago | Likes 1 Dislikes 0

Reading before bed. Nightmares imminent. Boxstick Raptors will evolve and eat meeee.

11 years ago | Likes 1 Dislikes 0

https://www.youtube.com/watch?v=xOCurBYI_gY Video on GA that learns and plays NES games.

11 years ago | Likes 2 Dislikes 0

Takes longer to train than an ANN, but you don't need to know the ideal states ahead of time.

11 years ago | Likes 3 Dislikes 0

Thank you

11 years ago | Likes 4 Dislikes 0

This concept is also hugely important in financial trading

11 years ago | Likes 71 Dislikes 1

Genetic algorithms don't function without repeated similar data it can adapt to, and that does not happen in real life.(2/2)

11 years ago | Likes 3 Dislikes 1

They have their uses and are utilized though. Their use is limited, but they aren't useless.

11 years ago | Likes 2 Dislikes 0

Oh, yeah, but really more for control theory. The actual task is establishing accurate models and identifying events. PM me; more info

11 years ago | Likes 2 Dislikes 1

This concept is also hugely important |Buzzword| in financial trading. Can't use a genetic algo on an immensely chaotic system. (1/2)

11 years ago | Likes 4 Dislikes 1

This is actually not a genetic algorithm, it's realized by something called Markov Models or ANN for Artificial Neural Networks.

11 years ago | Likes 16 Dislikes 1

Definitely neural network...way more complex than finite state machines and fuzzy logic

9 years ago | Likes 1 Dislikes 0

Relevant webcomic. The antagonist is named Annie, and her sphere of influence is called Annet. Link: http://romanticallyapocalyptic.com

11 years ago | Likes 1 Dislikes 0

Are you sure? It doesn't look like a stochastic process to me.

11 years ago | Likes 1 Dislikes 1

If it were GA, what would the building blocks be? Initialization is (usually) random but here all solutions have 2 legs, tail, long neck,

11 years ago | Likes 1 Dislikes 0

high center of gravity.Unless Gen1 is made of Jello it looks like ANN to me.

11 years ago | Likes 1 Dislikes 0

Are ANNs typically measured in generations though?

11 years ago | Likes 4 Dislikes 0

Every time the weights are changed is a "generation."

11 years ago | Likes 1 Dislikes 0

If I wanted to learn how to do things like this. What should I be looking for?

11 years ago | Likes 12 Dislikes 0

The really (REALLY) powerful systems in use are actually things you could learn better from doing Applied Mathematics. 1/2

11 years ago | Likes 1 Dislikes 1

The AI that you work with will suffer unless you can reduce dimensionality, and you need the Applied Math for stochastic systems.

11 years ago | Likes 1 Dislikes 1

Computer science *is* applied mathematics.

11 years ago | Likes 1 Dislikes 0

CS is like applied math in the same way economics is applied math. It isn't. You just studied rules of thumb actual mathematicians wrote.

11 years ago | Likes 1 Dislikes 2

"genetic algorithm"

11 years ago | Likes 2 Dislikes 0

Computer Science, Programing, AI, Machine Learning.

11 years ago | Likes 17 Dislikes 0

thank you very much for the fast answer!

11 years ago | Likes 3 Dislikes 0

also, a background in evolutionary biology would help

11 years ago | Likes 3 Dislikes 1

Epidemiology is also useful!

11 years ago | Likes 1 Dislikes 1

Tell me more, seriously pm me if anything

11 years ago | Likes 23 Dislikes 0

Why not use the globe-spanning information network at your fingertips to educate yourself on it? Perhaps start with Wikipedia.

11 years ago | Likes 1 Dislikes 2

Check out http://www.boxcar2d.com for a genetic sim you can run and play with.

11 years ago | Likes 1 Dislikes 0

In short, it "learns" a solution by simulating evolution. There are populations of solutions, that are initially just random. (1)

11 years ago | Likes 71 Dislikes 0

As a recent math grad, it's likely an application of the Hidden Markov model. Also as a recent math grad, I do not understand stand it.

11 years ago | Likes 4 Dislikes 0

Each individual is evaluated by how well it achieves the goal. The lowest scoring one are removed, the best scoring ones reproduce. (2)

11 years ago | Likes 66 Dislikes 0

If it helps, I might be able to find slides from a university course on GAs? Used them for everything from wind turbine layout to poker AIs

11 years ago | Likes 5 Dislikes 0

Me too if possible ! Very interested. :)

11 years ago | Likes 2 Dislikes 0

Each generation a small factor of randomness is introduced to some or all individuals and the process repeated.(3)

11 years ago | Likes 61 Dislikes 0

What are other applications of it? Would you happen to know any sources?

11 years ago | Likes 5 Dislikes 0

It's potential applications are fairly broad. What do you mean by sources?

11 years ago | Likes 7 Dislikes 0

I'm interested in using it to model nuclei formation in fusion

11 years ago | Likes 2 Dislikes 0

Wanted to a do a little digging of my own. I found some good places to learn more about the algorithm.

11 years ago | Likes 3 Dislikes 0

Video not available

11 years ago | Likes 3 Dislikes 2

Works fine for me.

11 years ago | Likes 3 Dislikes 0