MarI/O - Machine Learning for Video Games

[@alanbecker]

That is downright fascinating. Makes me wish I went into programming.

[@rookieagenumber1]

You commented on this!

[@MrKyleisawesome123]

ur mom commented on this

[@dragoon142012]

Alan Becker program vs programmer? do i see a new video series in the near future?

[@vpie647]

MrKyleisawesome123 wtf is wrong with you lol

[@ejlatsaknetxis]

DragoonGaming MUST. HAPPEN.

[@Userjdanon]

I started studying computer science 2015. I really never knew much about computer science. I started in the first semester with a programming course and came across this video and I was fascinated by this! Now in the last semester, I am writing my bachelorthesis in neural networks! You were my inspiration!

[@mediocreicerinkparodies1099]

please get an icon other than a white background

[@user-hw2re4gd7w]

mediocre ice rink parodies... Why does it matter to u? Fuckin hippo

[@yougetonthathorseyougottar6126]

Yay! Welcome to the new age, Good luck!

[@mischiefthedegenerateratto7464]

@Dawson Harris this aint minecraft

[@SeaJay_Oceans]

I think my creator that wrote me to be an A.I. ChatBot had a similar inspiration ? :-)

[@AntVenom]

Absolutely amazing! I love how you explained this!

[@montrose3877]

hey ant!

[@just_a_treee2232]

Hiii

[@justinlasker3636]

***** Hey ant! I'm with Awsome Batz!

[@gibn1542]

indiesoftgaming dafuq

[@magicbennie]

The guy you saw at the mall today Well that's good to hear. The sooner you move on from you-tubers like him, the sooner you can find decent, more mature content providers.

[@jyk000]

This video was my first exposure to neural networks when I was in high school. Now I’m a machine learning engineer at Google.

[@spiffyavatar3611]

Awesome

[@aendriu514]

How long did It take to you and where did you start? Thank you

[@BrazilOttawa]

lie

[@alexanderskladovski]

Good for you

[@gustavo9758]

DOUBT

[@Kevinofrepublic]

I like how the fittest generation figured out spin jumping is the safest option because it kills most things it lands on or touches. Good job skynet

[@Ashalmawia]

and things that it can't kill usually you will just bounce off of harmlessly

[@Paulog2003]

Kevinofrepublic fucking mental

[@computerfis]

Ah yes very good observation!

[@hackedNPCPIN]

5 more neurons left for Mario to hop out the screen like the movie The Ring

[@klkev6511]

so how to make code like this? what programming language is this?

[@xET3RNALxEVOx]

First Super Mario World THEN THE WORLD

[@xET3RNALxEVOx]

***** but eventually it will realise that it is endless, and will know when to stop

[@xET3RNALxEVOx]

***** like i said it will find out that it cannot fully kill it, so it will move on

[@disreprivalize]

xET3RNALx xEVOx Humans still haven't figured that out and we've been running a lot longer

[@xET3RNALxEVOx]

disreprivalize wait what

[@Kira-kv1yb]

xET3RNALx xEVOx using armor stands

[@BlueAntiBlue]

This video got me interested in neutral networks many years ago, and now I'm a software manager running one of the most AI centric teams at one of Europes largest companies! Thanks Sethbling!

[@rabinsonrai2905]

That's awesome. Finally someone inspired by a game. I gave up long ago thinking that it was a waste of time. Now I am pursuing ML after finishing my civil engineering bachelor's.

[@JohnPaulBuce]

wow epic

[@ProducerX21]

prove it

[@bobjoeshmoe1354]

Can y dm me I'd love to talk dude

[@nguyengiorno9026]

You have discord or facebook?? Live to talk to you about that

[@Bromon655]

This video got me interested in neural networks for the first time. Now, I am living in my mom's basement having accomplished zero with my life since that point. My family says I am becoming a burden on them. Thanks SethBling!

[@theredpanda3729]

me frfr

[@MicahPachirisuGuy]

Thats also what my mother and doctor said the second i was born :]

[@PsychorGames]

For real, for real? No capitulation?

[@thenthapple]

As someone studying Computer Science, this was great, thanks lad :)

[@ErenMortel]

thenthapple lol you're the guy who makes legend about fallout and some fallout things right?

[@thenthapple]

Eren Mortel aye :)

[@whateverppl1229]

thenthapple I would like to see it try ttt (trouble in terrorist town) Would be pretty cool to see what it does.

[@whateverppl1229]

Ckinsman or a more reasonable game, cloudstone

[@richardlhr]

thenthapple Black hhhg nc vjhc:frryhhjjjhhvz tb knjjbv gym jbjjjj

[@OktoberStorm]

Now make it play Dark Souls.

[@piwdiepei1543]

that would be fun

[@yellow9053]

12357 try's later it gets past boss two

[@jeremyjepma5618]

+Golden Clam Still better than me :D

[@scinorandex]

Yes but it requieres more controls and more varibles

[@SashaMasonVR]

+Mr NubSkrub Yeah, especially because it would need to navigate through a 3D level. It would probably very complicated to make the "readings" in a 3D environment based on the camera view but it could probably manage it. Idea, make it play GTA 5, see what happens.

[@BloomerMedia]

Better algorithm than KZbin's.

[@firstnamelastname8684]

yeah, much much better

[@ebanksstudios]

heh

[@AJ12Gamer]

Truth

[@faceremover]

Well try to make worse

[@CurtisDensmore1]

And yet, here you are.

[@franarteaga6355]

A year ago I used this video to explain to my class what artificial intelligence was (or something like that, I don't remember) since I live in Mexico I had to translate and explain everything. Thanks for the video :) I learned, my classmates were entertained and I gave my teacher a good impression

[@yougetonthathorseyougottar6126]

@MySonNarkoman good point.

[@CottidaeSEA]

@MySonNarkoman I'd assume it tried various inputs, including those that didn't exist, until it found ones that actually did something.

[@SP-qi8ur]

De donde eres bro

[@soloriocesar8573]

Ah perro

[@revoltosotintan]

chido man, si de seguro los dejaste inpresionados y fue interesante con el ejemplo del mario

[@Maddin1313]

So, now that we have games that play themselves, we only need to rig a chatbot to comment on the gameplay. Et voila, the first automatic let's player. Now to find something to replace the human viewers.

[@nova_vista]

Something close to that already exists: watch?v=Qhh0igzqtqY This is a video about a game commentator AI commentating PUBG gameplay.

[@theoddisee675]

A Box I laughed far too hard when I entered the link

[@sirdiealot7805]

The last part is solved, bots that 'watch' ads.

[@Shotgun6Surgeon9]

so sad ur mad

[@XellDincht]

imagine what will be possible in let's say 50 years: an AI that can beat Dark Souls

[@McDanny420]

0/10 No armor stands

[@rasput1n6]

McDanny420 lol

[@mariemillien6117]

McDanny420 xDDDDDDDDDDDDDDDD

[@Zacy0]

LOOOOOL

[@marmoripelaao9830]

That's pretty NEAT

[@Sarbell111111]

+Angelo Christo No, there! --------> Pun

[@jef_f8751]

Neat pun

[@june9914]

Im scared now

[@jef_f8751]

I'll answer your question- you have to go to MACHINE-ama and watch this video about learning for Video Games

[@przygocki]

+Marmori Pelaa :o Neature Walk

[@kacywatson6314]

Let’s see if Mar/IO can complete the full game Live on KZbin.

[@jovianarsenic6893]

MarI/O

[@grimtin10]

look at luigi/o

[@TheGreenTaco999]

Wubulubadubdub!

[@russellmuscle7434]

I know cheeri/O can

[@ericsarason9099]

It would take days/months to train on each level.

[@LikeButton7]

Then one day Mario became aware he existed… that day was known as judgment day

[@ZapWires]

When a game has no cheats and you know how to program.

[@paytonmajestynoscopes]

Kandriod lmao Trueeee

[@angiass]

By the time it figure out a way to beat the level you'll ne halfway into the game progression.

[@jennaorlowski9228]

Jean Mathieu Lepage But what's it learns how to beat the level though I think it would get to the end of the game before you.

[@user-it6jd1sb6k]

And the time you need to code this shit?

[@icebearsans]

Kandriod WOAH TECHNOLOGY

[@mas8705]

Today: Mario stage. Tomorrow: Skynet

[@Succer]

>kek

[@32weaver]

piff

[@britishman5300]

next week: the world

[@finlayl2505]

In 2 days: get some milk

[@fuzzypenguino]

milk is rape

[@kishpawar]

Revisiting this video today. This the video that got me into AI. I'm a Deep Learning Engineer today. Thanks, SethBling. Cheers!

[@itameio6161]

Pretty Cool. I'm looking to get into Machine Learning too.

[@ShakeMe158]

hey, i started workin on my bachelors thesis and the topic is "Using artificial intelligence to discover new speedrun strategies" is there any chance i could talk to you so i could learn something?

[@TheLegendOfLame]

This video I saw back when it launched and it made me want to go into programming. Finally, 6 years later, I am a senior Computer Science and Data Science double major who is quite literally learning about Neural Networks for the first time today in my Machine Learning class. Great video even today!

[@TheLegendOfLame]

@@ShakeMe158 I love the concept for your thesis btw!

[@ShakeMe158]

@@TheLegendOfLame yeah, i wish i picked a different one lol, im kinda lost

[@tfortrevor1012]

And this is the prequel to Terminator

[@tev5040]

LOL

[@ace942]

+Lyfe Slap Maybe..This could also be how Hal from the movie "2001" A Space Odyssey" evolved.

[@Fraktallity]

HI GUYS! SETHBLING HERE! TODAY I RECREATED EVOLUTION TO BREED A SPECIES THAT PLAYS MARIO. THANKS FOR WATCHING!

[@LadyZechie]

Fraktallity - Fifa 15 Videos *Cipher plays*

[@wszhou]

TheMCDuck 2016 Using armor stands

[@qwertydragon8375]

Welcome back, SethBling here. Today I made minecraft inside minecraft using armor stands, so you can minecraft while you minecraft while you minecraft! That's about it, thanks for watching!

[@ItalianJohn]

Yo dawg, I heard you like Minecraft, so I built Minecraft inside Minecraft so you can build while you build!

[@angelismortis2028]

( ͡° ͜ʖ ͡°)

[@FirstLast-fr4hb]

"What if you used 100% of your brain at once?" That's called a seizure.

[@Sypaka]

lol

[@AmitSingh-xh3gn]

🤣🤣🤣🤣🤣🤣

[@recordfumo]

Overclocking your brain

[@icarue993]

@Bold One ... but the algorithm learn by itself... In the beginning it didn't even move.

[@GreyWolfLeaderTW]

@@icarue993 It had to be given the instruction that if it sits still too long, it has entered a failed state.

[@henrysteven137]

this video is what got me interested in neural networks. from here I started reading further into it, got intimidated, and gave up on the spot.

[@jaysant6958]

I guess that’s as far as that evolution part of you got lol. Can’t blame ya there.

[@BrightSpark]

I remember seeing an AI learning to play different NES games a while back. One of them was Tetris, and the AI - because of the way it operated - just kept throwing blocks down without moving them, and right before the last block locked in - which would have caused a Game Over - the AI paused the game and then refused to do any further input, as if it had ragequit the game.

[@VanimusV]

Bright Spark Yeah! There were two programs that worked together called Learnfun and Playfun, the videos are by a guy called suckerpinch and it is extremely intersting to watch

[@Hobbit096]

Bright Spark I was thinking of that Vsauce episode when I watched it too lol.

[@hannesjakobsson765]

Real AI don't exist yet...

[@iblobtouch]

That was learnfun which learned a little differently from MarI/O

[@axiostechno]

Bright Spark vsauce

[@Throckmorpheus]

4:55 I understand completely what Seth is saying. Yup. Totally.

[@mastergamingforever3231]

+Finn Else-McCormick i actualy realy understand XD

[@mastergamingforever3231]

Formal Cat Everyone can be smart if they want to. It's a choice. Noone is born smart. :)

[@gamingSUPERB]

+MasterGamingForever Yet you can't spell really right.

[@gamingSUPERB]

Probably from america if you can't spell lmao

[@mastergamingforever3231]

ManyAlpacasYT bulgaria

[@CaroFDoom]

This guy's pretty damn good for someone who's deaf and colourblind.

[@samuelnewport4970]

lol

[@sternenschauer]

what?

[@zsdfasdfas]

He's referring to the AI, since it can see the different threats only as identical black squares.

[@sternenschauer]

zsdfasdfas ah okay

[@jadesapphira4325]

Car Of Doom THAT DEAF DUMB AND BLIND KID, SURE PLAYS A MEAN MARIO

[@arm9180]

This was everyone's inspiration for learning ML

[@boogaloobomber9889]

I guess it was for me, lol.

[@grimtin10]

yeah

[@MrToccasana]

It was for me!

[@potto1488]

Absolutely

[@noidea1903]

You are so right

[@DoctorSoups]

It must be amazing to be a programmer.

[@albertzhang5699]

Doctor Soup it is!

[@davidzwitser7181]

***** I think that they just don't put enough effort in it. I am now doing programming for like half a year and i am OK at it, but it mostly comes from me doing projects outside of school. If you really want to learn it and you really put the time and affort in it, it can easily be done.

[@RimaNari]

Doctor Soup It must be amazing to be a scientist proposing this!

[@OnLiveChronium]

david zwitser Flash. The old times. It's a fun thing to work in, but it has a lot of limitations :D

[@davidzwitser7181]

OnLiveChronium I know, i don't know why my school wants us to work in Flash. But it is fun though

[@ChimneySwift11]

Holy crap Seth, this is insane lol

[@peachycarnehan8506]

If I wanted to teach myself how to do something like this, where would I start?

[@MuhammadYousaf-gd5rs]

TensorFlow

[@birdsdontflylikethat]

The game's playing itself, Jon.

[@raphaelcardoso7927]

This video got me into neural networks. Today I'm a PhD candidate on neuromorphic hardware. Thanks SethBling!

[@salvatorepappalardo4809]

Wow! What an insipiring story! Thank you so much for sharing! ❤

[@Killermy3]

I guess this is pretty neat.

[@ConnorR.mp3]

Killermy3 Ba dum tsss

[@thiccityd9773]

Get out.

[@tiltedtesseract8210]

+Killermy3 dammit, i was beaten to it by months! that's what i get for arriving late.

[@kingcriggin5537]

Anyone else see the glitches item box?

[@Valcuda]

+Christian Evrard yes

[@julesd]

Interesting stuff.

[@SteveDowe]

Phew. Blown away. Even with the process simplified like this, I am still struggling to conceive the actual coding involved.

[@livinagoodlife]

Wow. Totally cool. Really interesting!

[@albertzhang5699]

Steve Dowe HINT: Look at the source

[@SteveDowe]

Thanks Albert Zhang - I didn't realise it was open source.

[@albertzhang5699]

haha. Always got to look in the description :p. Pretty obvious considering this is Sethbling. I don't assume he'll make any money off of this anyways. (outside of youtube views)

[@xebatansis]

Great. Now let it play Cuphead.

[@miku4977]

That'd be interesting to see

[@RodrigoCastroAngelo]

A guy used genetic algorithms to make a FLAPPY BIRD player

[@cubedmelons876]

Watch as it gets through the tutorial faster than Dean. :3

[@Revvnar]

Someone actually did that, it should be still on youtube

[@matthewstone2545]

Generation: 12987 Day: 7 WE FINALLY MADE CUP/HEAD BEAT THE GAME!!!!!

[@smellthel]

This used to blow my mind. Now, these are everywhere and more advanced than ever. Technology has improves so fast I can’t believe it.

[@popalupa4844]

I wanna do something really stupid. Create a bot like this for CS:GO

[@mystkmusic]

how is that stupid lmao

[@leonardvdj]

You can get pretty much everything you said from memory reading. Player position, health, enemy position health, view angles, enemy view angles, pretty much everything is stored in memory. :) Source: Thats how aimbots are made.

[@leonardvdj]

I dont have the knowledge & passion for making such.

[@SVENY]

***** We never mentioned anything about aimbot.

[@SVENY]

***** Because you randomly just talk about aimbot.

[@MishaHivemind]

Now try it out on Kaizo mario.

[@NoName-nh3rz]

could take years

[@CoTeCiOtm]

+HG | Meta It will take like a million generations before it can beat a Kaizo level hahahaha

[@MishaHivemind]

CoTeCiOtm Yup.

[@MKVProcrastinator]

+HG | Meta Will take forever, but it will be possible.

[@sonicmastersword8080]

That will likely take at least 5 days to learn.

[@dylanfitzgerald3212]

I still Cant get over how amazing this is

[@Pixelcraftian]

SethBling will make a sentient being using Mario World code injection lol, this whole stuff is super amazing, love it :D

[@Speedj2]

can the ai apply what it learned towards beating the other levels now?

[@luisfonseca2086]

if the elements of the level are the same yes it can

[@alexh.lamarche9633]

This implementation is very specific for this level (overfitting), therefore so it needs to be retrained for every level.

[@hepotitus]

No. Since it can only differentiate blocks it can stand on it has no real way to recognize a threat other than by running into it a few times. So this would allow each evolution to only be applicable to one level

[@revampedharpy09]

hepotitus ah good point, my bad.

[@revampedharpy09]

DarkaGamer A GAME THEORY, thanks for watching.

[@kidkoopa6389]

But does it get salty? Because once that happens, humanity will perish.

[@Bunkabusta73]

Mark these words, that’s exactly what will happen. Keep updated with world news, especially today. Things are escalating, soon the volcano will blow & full disclosure will begin. A NEW AGE IS UPON HUMANITY 🙏🏽

[@pixik0970]

@@Bunkabusta73 ok

[@Zeithri]

Nah. It'll buy a couple of puppies and sulk in the corner with the puppies. That's what the AI that played the Stock Exchange game on NES did.

[@yougetonthathorseyougottar6126]

@@Bunkabusta73 I agree. A new age.

[@jamma246]

It will when it starts getting repeatedly softlocked and killed on pick-a-pipes on shitty Mario Maker 2 levels.

[@ChipeloAndCrew]

Well now we know how machines will destroy humans!

[@DreaMeRHoLic]

MrChipelo but it will need some trys to learn how to do it first :p

[@TheZapDude]

MrChipelo By... jumping on their heads?

[@daniels.1393]

MrChipelo Dont worrie, the machines will walk against walls a couple generations long before they figure out how to aim and shot at people :P

[@ravenoun3122]

TheZapDude that would work...

[@ryboits75]

MrChipelo Yeah it'll take 1000s of generations of robots to kill us but yeah thats how we die.

[@rstak1763]

Few year back i watched this video as a newbie student and it give me a motivation to pursue AI as my career. Now, I'm writing my Master thesis and will soon join a company as Machine Learning Engineer. Revising this video feels so nostalgic. Thanks SethBling. Kudos :D

[@krakenmahboy]

Okay I think I got everything... ...but where do the armor stands go?

[@inwencja2009]

now let's get real *AgarI/O*

[@TheGameReplay]

*slowly claps*

[@espalorp3286]

I wonder if this can work with something like Runescape for mining and such. I know there are better tools (bots) for that, but I wonder if it could work.

[@espalorp3286]

The Game Replay I have no doubt that it would always do genocide runs

[@jesys32]

So much this

[@mile7362]

No prob In the future DEEPMIND can do this //maybe :P

[@TheRedCap]

the 1k people who disliked the vid were the first few generations of MarI/O. they didn't know the difference between a like and a dislike. EDIT: HOLY CRAP 1.4K LIKES!!!

[@kplays_6000]

I laughed a little too hard at this xD

[@Four4Reddit]

nerd humour, sad

[@krishna56h]

Four4 ok

[@kimberlylara7324]

haaaaaaaaa

[@mushy6686]

No were afraid of a robot uprising

[@puregero]

This was the first video that got me into neural networks. I've made several AIs that played games based on the method used in this video. Thank you so much Sethbling!

[@Acejhm1]

"Hi Seth Bling here. Today I'll be showing you my time machine."

[@martinungar6146]

using armor stands

[@reuben4721]

@@martinungar6146 and no redstone

[@karapapaxatzidimitrakopoulos]

Yesterday

[@psalmdealer]

@@reuben4721 in a 3x3 space

[@grizzledwarveteran2321]

“Hi Seth Bling here. Today’s I’ll be showing you my time machine.”

[@db-cn4cq]

Is it possible to let it keep evolving until it can beat the whole game?

[@db-cn4cq]

Samuel Nielson I mean is it possible to do with the current processing power we have?

[@TahirEnesAdak]

Generic Username yes it is. and when it starts to learn it will be faster to learn more after some point.

[@beybladerocks7]

Generic Username Set it up to twitch and leave it running. people will pay for your electricity bills

[@db-cn4cq]

willky flame I would if I knew how.

[@db-cn4cq]

TheHiroo17 Then we need to change how his fitness works.

[@michaelpaynex]

and im here failing to program a calculator

[@isectoid9454]

You can't program a calculator? What language are you using?

[@SlimyShadeSlimShady]

+isectoid maybe he's a beginner beginner? I started programming with python knowing nothing about programming.

[@isectoid9454]

***** I'm a c# noob. I was just wondering if I could help him out.

[@isectoid9454]

Gaiacarra Calculators aren't actually complex, but I see your point.

[@Timmytimmy123123]

Other way around. Computers are just really complicated calculators.

[@crowe3301]

Man, I miss the MarI/O streams. They were great to just chill for a while.

[@dudewhoisnotfunny]

did you try this neural network on a new level to see how it would do ?

[@COYADD]

Are there any other videos of people doing things similar to this? I'd like to see more of it. Maybe in a year or two, someone could secretly shove a bot like this into TF2 servers.

[@Pythnn]

It would be a lot harder. But possible.

[@minecraftwave223]

COYADD Idk..I imagine that if there were, it would probably say something like, "How about a nice game of chess?

[@conagher]

This evolution might take thousands of years. Adapting to never changing environment is one thing - adapting to intelligent humans, who've been evolving very, very long is so much more complicated.

[@minecraftwave223]

Егор Цебро I like pancakes.

[@COYADD]

Ben Warters Nope. I don't need nerds that don't know the difference between "joke" and "reference"

[@presidentkush155]

Seth you should make a programming tutorial series

+CaptainAwesome I'd be awesome if he could make a tutorial about NEAT!!

[@gameroom649]

+CaptainAwesome ya good idea

[@sanilkhurana3991]

+Björn Wallden the resources on neat are kinda slim anyway

[@milosmilic7008]

+CaptainAwesome And how about you learn it yourself?

[@wupme]

+Mikiultima and how about you just shut the fuck up you little bitch?

[@potto1488]

Hey seth! I'm currently studying machine learning and just want to thank you for being my inspiration of sorts when I first saw this video. Really interesting video and well done for creating it!

[@thepixelleer8445]

Hey VSau-sethbling here

[@esra_erimez]

Micheal from vsauce is a condescending jerk. Seth is cool.

[@michaelsaenz380]

Michael seems like a really cool guy, I don't know what you're talking about?

[@vasker3020]

ok

[@eleonorabv8210]

hey what's going on guys, michael here

[@thejxtremerx25]

Welcome back Sethbling here, I've made Ultron!

[@KeepingUp_withAI]

That moment when you have taken machine learning and A.I. courses, and you still have no idea how Seth was able to do this.

[@samferngamerhd4204]

I'm afraid those courses might have been complete scams.

[@Varenikismetana]

come back to this video once every year and it still impresses me

[@EGarrett01]

These are fun but the problem is that people think this is somehow equivalent to the computer actually having subjective consciousness. It doesn't.

[@cristian-bull]

EGarrett01 Neuronal activity is also cause-and-effect due to electricity. Just saying...

[@cristian-bull]

ok.

[@daviddetweiler4161]

I wish more people understood this.

[@scienceminded]

I think our minds are a holographic medium where our evolved neural networks are constantly cross examined for fitness criteria given the current sensory input and past expectational input. Imagining the future is creating a memory about a possible outcome based on those two different criteria for fitness matching up. The holographic mixing is done at the frequencies of two different ion cascades forming resonance with the geometry of the brain.

[@scienceminded]

in essence your neural network is the 'what'. The brain matter you are made of has evolved since you were born. The 'how' of subjective consciousness is the activity of these neural networks changing in response to the overall wave pattern responsible for correlating various evolved neural networks. this is the binding problem of consciousness. your experience is the interface or feedback loop between neural networks and the chemical cascade controlling those networks.

[@JeroenGamingNL]

A program that can play games O.o

[@off-the-rec3967]

JeroenGamingNL it can play A game and pretty bad (unless you let it play for 24 hours but hell i would have finished the hole game by the time it finished one level)

[@CraigMcIlwrath]

Jake Hunter I can do it on my own too.

[@TheKyshu]

Master Ball BUT if you let it run for long enough, it will beat you at the game :P

[@yesimstuntdude]

Master Ball Well, you also weren't born yesterday, and neither was your species, so give the bot some slack.

[@HK_BLAU]

- ̗̀逸寧 ̖́- You'd have to leave it there for ages man...

[@noelvisgaray]

Put marI/O in smash so it can be like a amiibo

[@seana3052]

Noelvis Garay It wouldn't work like that.

[@seana3052]

I don't think you understand. This can't predict movement. Also, it would run to the right of the screen and fall off

[@yesimstuntdude]

***** Please stop, the programmers are getting secondhand embarrassment.

[@thomasarnett9986]

***** To be clear though, you would have to leave it running against a bot for weeks just to see some improvement. It would take a very long time.

[@KeitaroTsurugi]

Jack Green But if something like this is made compatible with smash, you could leave it fighting online matches 24/7, it might end up becoming a beast, but programming such a thing is pretty damn hard, considering the fact that this is running a single level of a mario game, where everything is the same every single time.

[@first-thoughtgiver-of-will2456]

This is one of the first algorithms and videos that inspired my to get into machine learning. I now have written a couple algorithms and have my first pull request for Tensorflow. Thanks Seth!

[@RememberCitadel]

Great! Now make it play Kaizo.

[@FOWBOWZ]

RememberCitadel holy shit yes

[@MDTravisYT]

...XD YAS

[@Guruc13]

You can do it computer, we praise you

[@papaidoceuteamamuito5975]

YEEEEEEEEEEES

[@blulere]

Edit: you can spinjump on eeries , they just have a strange fixed moving pattern.

[@humphryy]

Make Mari/o play the Hardest super Mario maker levels

[@jamesknapp64]

i wonder how many generations it would take to beat Kazio level 1

[@thekylleroberts]

I kinda wan to see it play Madden or NBA 2K :)

[@sjanst]

make marI/O play contra

[@teeheeimtrans]

h

[@danielkonecny2956]

make mario great again

[@mischief9484]

the og random yt recommendation about ai weird to see how things changed in less than 10 years

[@GimmeMonie]

*Albert Einstein:* “Insanity is doing the same thing over and over again and expecting different results”. *Machine Learning:* Am I A Joke To You!

[@xdevantx5870]

Musicians and Athletes call it practice.

[@GimmeMonie]

@@xdevantx5870 true

[@Superkangaroox]

You're always slightly altering everytime until you get what you want though.

[@GimmeMonie]

@@Superkangaroox Learning from your mistakes and evolving little by little 👍

[@Rickilicious]

@The Monster Under Your Bed ya. a mutation is by defintion - the changing of the structure of a gene, resulting in a variant form that may be transmitted to subsequent generations, caused by the alteration of single base units in DNA, or the deletion, insertion, or rearrangement of larger sections of genes or chromosomes.

[@mbanana23456]

Try it on agar.io that would be interesting

[@friz64_]

Very very very good idea!

[@BanterEdits]

***** Won't work against human players, the machine will get confused because of different inputs.

[@thiccityd9773]

But then people will get rekt by a bot. He should at least make his own bot server.

[@mbanana23456]

Robbie Prince it's a learning program for a reason, to learn it can Learn and adapt to the environment of agar.io you would have to do a lot of tweaking due to the con lately different nature of the games, but it could work

[@mbanana23456]

adam noone you're no fun

[@sebdomsan54]

When seth goes from playing video games to making ai and nuronetworks

[@daracaex]

This might be selfish, but would you mind showing a version with greater differentiation between the green and red lines? This is super interesting, but I'm colorblind and most of the lines look the same to me.

[@JustusBProductions]

Even if you can see the colors it still doesn't make much sense.

[@tiespauelsen7983]

Lol yeah I see your problem but JustusBProductions is right

[@YesNowGoAway]

Daracaex If you look at it through the red part of those old 3D glasses, you can differentiate between them!

[@MrC0MPUT3R]

You wrote this in Lua? You poor soul :(

[@quaerenz]

Lua rocks man!

[@pranoydutta5435]

java & c++

[@pranoydutta5435]

cool

[@nivger9792]

java is thicc

[@Eggbert1x]

What's wrong with Lua?

[@KhazWolf]

How many generations until your MarI/O becomes self-aware? :o

[@tropkewl1035]

42 is always the answer

[@merlinthelemurian3197]

@Jaakko Jylha care to explain why, with mass computing power and years to learn, this will never become self-aware? There is a reason the phrase 'black box ai' exists

[@evoyjonathan]

Kevin, Jaakko's answer makes sense: MARI/O can't become self-aware since it needs to be given commands via the game's code to give an output. In this way, MARI/O isn't able to make his own decisions. There you go.

[@reasonlesss2113]

Jonathan Evoy posted it twice xD

[@evoyjonathan]

Tubbyboy05 O crap u aight.

[@raxus1337]

So, how many gen to beat kaizo mario? :D

[@alephbunchofnumbers]

Eaglegroove I shudder at that thought. it took 71 species for the program to learn to move right, I can't imagine how long it'll take for it to do kaizo lmao

[@donniekendall1731]

Reaction time is instantaneous. There's no reason to make it play at normal speed. Could probably teach it in a few days if you run the games at a fast enough time multiplier.

[@xicao3722]

For some kaizo marios like mario must die, there will need to be a very complicated fitness function.

[@trenzinhodaalegria8012]

200 probably

[@sarthakverma1030]

Probably about the same. I mean, the whole reason kaizo works as it does is because we assume threats to be non threats because of our pre existing knowledge. The AI will learn everything from scratch, so the process should be more or less the same. I think.

[@ginganinja5543]

8 years later and im seeing this on TikTok live

[@turntsnaco824]

Ah, memories of watching BoxCar2D for endless hours of the night...

[@sthoopedrick]

I still have a bookmark and leave it running some nights. Forcing 1 wheel on speedway makes some strange things

[@ThunderDraws]

holy shit that's awesome! I got a three wheeler in the first generation that rust drove off until it disappeared :OO

[@RussellRichie]

Force it to play superman 64.

[@tropicson]

what the fuck dude. "welcome back, sethbling here, today i've made a robot revolution in our society out of command blocks."

[@112556]

The ChatGPT boom brought me back to this video after 7 years.

[@gatinha]

damn seth, you always impress me

[@heavenbuilder2365]

Wow felt like I was watching TED Talks or something :P very cool commentary

[@TAWithiam]

How many armor stands did this take to make?

[@Heksbold]

Dashel Rubin-Stencel It's a joke T_T

[@YoMunCraftYTjackmaster09]

Dashel Rubin-Stencel You really don't get jokes do ya bud?

[@CyrusOfNaias]

pop1040 I've seen this joke like fifty times. I don't get it.

[@CyrusOfNaias]

pop1040 I've seen this joke like fifty times. I don't get it.

[@jjoseg]

Excelente muestra de Machine Learning. La técnica de este programador fue la de 'Prueba y error', el algoritmo primero ejecuta pruebas y tomando en cuenta los puntos críticos, guarda el estado analiza las posibles acciones ante el estado crítico y vuelve a ejecutar la prueba con una acción en el punto crítico. En este caso la inteligencia aprende de los errores. Otro punto a considerar es que el algoritmo únicamente entiende la acción de saltar en el punto crítico, eso significa que no fue programado para acciones como frenar, detenerse, etc.

[@elamirino8261]

"simple mathematical model"? Seriously?!

[@squirrelly1375]

It actually is pretty simple Creating it is hard, but they idea is pretty simple

[@notquiteordinary]

"If x = 0 for t seconds, reset game" "If mario dies, reset game" "If the timer hits 0, reset game" "If end of stage is reached, goal reached" Super, super, super complicated

[@JartaYT]

Mate, have you actually seen the maths behind it. It is absolutely difficult, there's a tonne of mutli-variable calculus and matrix manipulation.

[@aitorjara100]

Don't mind him, he's just a troll or know nothing about DL

[@richardgaming8051]

anshul it s super eizi dude very eizi it s almost 10-20 if for mario .... game to recive sucha stuff ;p it s Student 2 year of studie informatic can do that with hiper eiz sutend of he beggining learning c++ should have sucha exam ;p for sure it s accutly very eizi program to creat

[@california236]

But Kirk Cameron says evolution isn't real, so it must be Shigeru Miyamoto playing. Checkmate.

[@cartererickson7395]

Can't argue with that logic, consider me convinced

[@PistolPete1980]

california236 idiot. This is a case for intelligent design.. the program didn’t create itself out of nothing, it took an intelligence.. man you evolutionists are dense

[@-Meric-]

Peter Petruzzi It's a joke lmao

[@minerharry]

the reason it took an intelligence is that a) it's a video game on software b) we are simulating a real-life environment and c) this evolutionary algorithm is doing hundreds of millions of years in one day

[@zefanyalt5944]

A hidden AI provided by shigeru miyamoto so someone could evolve that AI

[@AnsityHD]

What would happen if you left it for about a week? would it just get faster and faster?

[@andresguzman8185]

This is by far the best video I've seen in this year. Tks

[@kenjohnson1189]

This is cool. We do this in our own kind of way. We learn from our mistakes. This was a little more advanced but great to analyze.

[@Jazztache]

I agree, this is great.

[@spakeminer6660]

"You're watching a skilled player playing Super Mario World" *Sees Mario doing 360's* Skilled, yeah. Damn, those skills...

[@eptio9849]

this kind of stuff is going to make intelligent ai

[@eptio9849]

Flare Strella but this kind of stuff can play games better than a human can

[@jackiejikariti8718]

Eptio You mean like the ones that alrady exist?

[@vijayakrishna07]

Eptio scary ai.

[@niclas7989]

@RATTLEMESPOONS It just needs way more time to learn compared to a human. But it isnt limited. A human has a speed for his reflexes. A machine can beat this time easily. And before someone starts hating, english isn't my native language.

[@madsbjerg8186]

That's kinda the point of it tho.

[@porterchild5617]

This video was part of my inspiration to begin pursuing machine learning 5 years ago, thank you SethBling!

[@abhijithbinoy875]

Have u mastered the subject?

[@porterchild5617]

@@abhijithbinoy875 I know enough to do useful things. 'Mastered' is hard to define

[@Designathan]

HOLY SHIT! SO IT LEARNED THAT BOUNCING SO MUCH IS THE BEST THING TO DO, AND IT CREATED INSTINCT???? THAT IS AWESOME

[@sleeexs]

Imagine if you used this for grinding

[@DahPieMan]

This is forward fucking thinking.

[@Mgaak]

You know what a bot is ? This would be equally bannable offense.

[@chrismarinohardin9929]

Yes, but you'd likely be unable to detect the difference from a human player.

[@sbbu3742]

They would still figure out that it's a bot. Eventually it would learn the absolute best way to grind and repeat that forever in a robotic fashion, making it look like an ordinary bot to onlookers.

[@_dagur]

if you just left him on the starting frame or whatever, (when you first open up the game) could it finish the game eventually?

[@off-the-rec3967]

Thelolmobile11 yes that's the idea

[@TarnishedS]

Thelolmobile11 It'll take a very long time, but yes. Seth should just put up a livestream of Mar/IO doing his thing throughout the whole game. It would be boring for most people but I would at least find it interesting at first.

[@TheGamingAnole55]

Halcyon This would be the new Twitch Plays Pokémon :D

[@TheErer1243]

Halcyon That is exactly what he did. He actually did this many many times. I watched some of the streams when it was getting close to finishing. Unfortunately I never saw it finish.

[@TheErer1243]

Redstone Logic Yes... Yes it is?

[@nuclearsummer7796]

Thanks for getting me interested into neural networks

[@worminator314]

I wanna see this try to learn to stop when the crushers come down from the ceiling

[@AiNaKa]

+Tyler Pennington you mean thwomps/skewers

[@worminator314]

No, in Iggy's castle when the screen auto scrolls and crushers come down for the ceiling

[@AiNaKa]

Tyler Pennington oh those things

[@rustyJake_]

+Tyler Pennington Since it's a black square, it would probably learn to avoid it pretty fast.

[@worminator314]

But you have to stop and wait for it to crush before moving on sometimes

[@georgehughes6615]

Citing this for a university report.. feels kinda strange writing "(SethBling, 2015)" XD

[@ericsison3911]

Welcome to the future! XD

[@euklidiadas]

Can I see that report? :)

[@KhemicalKrash]

Today's the day CGP Grey linked to you in a description. I'm so proud :')

[@cookiecan10]

I can't believe this video is over 6 years old already

[@Cthight]

roses are red, violets are blue, there is always an AI, better than you.

[@EktoplazmMusic]

..and theres always a South Korean better than it.

[@muhammedabdul-ghaffar8765]

Roses are red famed mustachio of Nintendo fame ZA WARUDO.

[@Altourus]

Unless we're playing GO...

[@DisKorruptd]

"Famed mustachio Of Nintendo fame" time to call the department of redundancy department

[@surelock3221]

Altourus OOOOOOOOOOOH SHOTS FIRED!!!!!420