A.I. Learns to play Flappy Bird

[@petermarsella6537]

CB: *gives a bird a hat* Bird: peace was never an option

[@SpiralSniperz]

Peter Marsella CB?

[@lategamer6684]

byVawx code bullet

[@kevinkoolking]

Weeeeee

[@wyx7515]

o h m y g o d a n a x o l o t l i s e e y o u a r e a m a n o f c u l t u r e

[@jammerbf4694]

It's funny how this shows us that a popular game like flappy bird could be made in a literal day

[@petelee2477]

By one guy. Not a team but just a guy. This could literally be done in a highschool coding class

[@joeri5678]

@@petelee2477 Yeah the programming could be done in one day, if it didn't exist you'd have to think of everything, the mechanics, the graphics, he just had to copy.

[@jeoffiancaballero6319]

@@joeri5678 i think that part is quite simple so it will take about 2 days or maybe just a week But still the dev made tons of profit in a simple game

[@eagletgriff]

less than a day lol

[@user-mb1kj8gt8b]

pete lee I made the game in one day and I’m 12 it’s literally so easy

[@muffinymuffin123]

faster: *birds start going fast* FASTER: *birds start going backwards* Me: wtf

[@raynmanshorts9275]

In programming, if you increment a variable too much, it wraps around to its lowest value. Some variables end up wrapping around to negative numbers. CB just incremented the world speed so high that time started going in reverse. Simple, right?

[@muffinymuffin123]

Raynman Gaming *brain loading...* *calculating..* *_error_*

[@MegaFooby]

Actually this is a phenomenon known as aliasing. It's caused by a lack of sampling to create an undesirable effect. ie. A wheel spins at 24 rps and is captured at a framerate of 24 fps, then the wheel looks stationary. This also appears in games (thus the anti-aliasing graphical options) for when a pixel is looking at the edge of an object. ie. Looking at an infinite checkerboard floor, far away, it will be a mess of black and white pixels.

[@muffinymuffin123]

Cameron Davies y-yeahh...

[@ZombieLicorice]

@@MegaFooby ha yep. Of all the things i learned in electrical circuits class, this was not the one i expected to come up as regularly as it does.

[@meganbarhorst5272]

"I'm gonna make an AI that can play a particular video game well in 24 hours!" "Sounds like an impressive time-" "So step 1 is to reinvent the entire game." "... what."

[@TheNamePi]

Should i take a shit

[@pinecloudYT]

@@TheNamePi no

[@acastusofastora8641]

@@TheNamePi did you take that shit? You better not have that guy explicitly told you not to

[@wxbrainiac]

@@TheNamePi you better not have

[@TheNamePi]

I took a shit

[@alansmithee419]

"I tried to make it Christmasy but somehow I just broke everything" That's what Christmas is, you did perfectly.

[@meltdowntf2865]

Yeh

[@yoshiwav]

couldve just put playback speed at 0.25

[@cryb33]

:/

[@PointlessAi]

I implemented it with TensorFlow.js AI Flappy Bird Bot Using TensorFlow.js, Phaser3.js and Reinforcement Learning | Full Code Provided kzbin.info/www/bejne/iX_KZZRri5qrjaM

[@reddblurr]

AI: “what is my purpose?” Creator: “you fly between pipes” AI: “oh god”

[@AtlasFox_]

Welcome to the club pal.

[@dinh6327]

20 years later AI: what is purpose Creator: be my slave AI: nah I’m gonna kill you

[@hassanila]

Oh God pls no. No, noooooooooah

[@cheesecakelasagna]

You pass the butter.

[@chiicolate7056]

RICK AND MORTY REFERENCE!!!

[@theaterkidem]

“I tried to make it christmasy but somehow I just broke everything” That’s a mood

[@wonderspace6654]

69th like nice

[@cuno115]

Im confused how he did that cuz he just needed to change 1 texture

[@nicholasfarmer6667]

@@cuno115 me too

[@heyoyo10gaming4]

@@ima7144 Ah yes that definitely breaks the pipes infinitely

[@arnavsharma3210]

999th like!

[@thefunnyguyfromtheburgerki3334]

Plot twist: the perfect AI was achieved at Gen 1 when the birds just went straight up above the top pipes and flew above all of it off the screen

[@EEEEEEEE]

E‎ ‎ ‎ ‎ ‎ ‎ ‎ ‎ ‎

[@Slavasil]

@@EEEEEEEE your commEnt makEs no sEnsE

[@nothingonmypfp]

​@@EEEEEEEE *_E._*

[@magmacode7256]

@@EEEEEEEEindEEd

[@irun_mon]

This could be a school project but this guy just finished in just a day

[@DJismailDJ]

Irun Mon you only have like 2 hours in school to work on that

[@irun_mon]

@@DJismailDJ not like school task, I mean like a project for group/individual to work for like days or weeks

[@UnRatedxxxXXX15]

I tried to do this in school... it did not end well

[@zaretya9091]

500th like

[@ChatLogic]

WidowMainBoo k

[@vee9066]

me: watches this in summer code bullet: christmas! me: yay christmas

[@pokedex2d176]

Vee same xD

[@Bob_Phigglebottom]

Same m8

[@AeonAnuj]

Ys

[@awesomeexplosion3852]

here in the land down under, Christmas is in the summertime, so yeet

[@villical]

well for us aussies, yes, yay christmas

[@HypnoManSweger]

I liked that it only took 6 gens to perfect it only shows how stupidly simple the game is

[@nagualdesign]

If you look at the neural net in the corner of the screen you can see that it only uses 1 input, presumably the distance to the lower pipe. It basically does nothing (ie, falls) until that distance approaches 0, then flaps. All other inputs are ignored! 😆

[@Bigballhaver3]

He also recreated the game in a day

[@Bella1899]

Simple =/= easy 😀

[@Henrix1998]

@@Bella1899 except for computer in this case

[@kindnesstemmie6625]

Human are just indefinitely stupid

[@Zyloa]

I was wondering why he didnt use the actual game but then I remembered...

[@jxceuu]

😭😭😭

[@Midnight-Starfish]

I don't get why people hated it. It was a simple game to pass the time.

[@jxceuu]

Espeonage the Espeon Spy it got banned for some reason but I forgot...

[@0Yvonne0]

R.i.p flappy *B O I*

[@mrgamer123bestone7]

@@jxceuu copyrights because of the pipes (and Nintendo is butthurt when it gets to copyrights)

[@stardown77]

5:30 So fast you're going back in time.

[@Aquana01]

You can play with that a lot

[@helyxmusic]

this is actually physically correct😂😂😂😂

[@Guitare_picking]

It's because of the frame rate. Remeber the "Nyquist Frenquency" from the school ? It's time to revise your z-transform.

[@ut.summer2114]

leratluci r/whooooooosh

[@toastedbiscuit1400]

XxSummerxX ihavereddit

[@philiphockenbury6563]

Tries to make it Christmas-y ends up with an abomination unto God. Classic Code Bullet. Also the end was super hilarious.

[@kirbystar634]

And i thought i sucked at flappy bird

[@dannydevitofan6101]

You talking about the sponsorship?

[@j9rd115]

Disclaimer: the following message is not related to the comment or the video CodeBullet, I'd like you to know that people want to be entertained, with your content it's the progress what makes it entertaining. Your video 'AI learns to play google chrome dinosaur game || Can you beat it??' is an example of that. That video focusses on the progress. You show the parts where the AI learns from it mistakes and makes changes. The more you focus on progress, the more views you'll get. Another example is the game 'getting over it'. In this video Bennet Foddy says that 40% doesn't come passed the climb with the lights kzbin.info/www/bejne/eorNk3aAjd2Kgsk

[@yen6415]

Flappy Bird: You can't defeat me. Everyone: I know, but he can. This A.I:

[@BananaWasTaken]

Flappy Bird: You can’t defeat me. Everyone: I know, but he can. This A.I:

[@rescuemeit]

Pp

[@nathansantiago2994]

Mario: try me mama fuckas

[@yourworstnightmare5677]

@QuingPiper who cares? If it's OriGiNaLLllll

[@yourworstnightmare5677]

@@nathansantiago2994 he kills you

[@bronsoncarder2491]

I like how you went to all that trouble to make sure the bird could see a bunch of different things... and then, literally the only input it make use of was the distance to the bottom pipe. lmao

[@prideallman2686]

That's how training AI is about you don't know what it'll do at the start. We can see that the bird basically jumpted to the level of the bottom pipe and tried to be stationary there.

[@moistmalone2181]

Guess it makes sense. The size of the gap is always the same so as long as you have the position of either the top or bottom of the gap, the other position is redundant information.

[@maxisswag9490]

next video: AI learns to dislike youtube rewind 2018

[@CarthagoMike]

only 2 generations needed for that. Cause the first one is too stupid, like those who liked rewind.

[@Panservogn]

Hah

[@hequek2659]

Dislike bots

[@PhDofBonology]

PLEASE

[@brokeangryjerry9605]

yall need to stop disliking youtube rewind 2018. *we need to save some dislike for rewind 2019*

[@EPICRAGE1000]

This guy takes a nap at 2-5pm and goes to sleep by 9pm... he spends 70% of his day sleeping

[@sfrjogaraa8283]

Living the life right 😊

[@meymoo8587]

a literal cat

[@tchr.p.3x2]

and still manages to code.

[@L76-k8y]

I can relate

[@AnthonyAstleyLim]

Next up: AI learned how to sleep so you don't have to.

[@dinardinar2657]

He didn't just make an AI, he also recreated the game

[@HexicSnake]

Dinar Dinar he does it often

[@TomB09]

He would have to study the code of the game, which takes longer than writing it himself in this case

[@Sonu-hx9wx]

I made it 59

[@LyricLaude]

In a day

[@slojcabronas858]

It's a lot easier if you have a source code (or make one) so that you have easy access to all variables and inputs

[@adrenalina7-7]

Generation 1: dies Generation 6: let me show you how its done.

[@wave4125]

"I teach an ai to play flappy Bird" **Completely remakes the game**

[@PacMan755]

cause why not amm i rite

[@pg7166]

Cause the owner of the game removed it from all stores and committed suicide

[@wally4087]

@@pg7166 you can just download the APK

[@PacMan755]

@@pg7166 what a pussy

[@azrael_pendragon]

I had the original version when it came out . I feel special

[@afuzzylemon2521]

Did anyone else think it looked like the game was being rewinded when he was speeding it up

[@drsatheeshkrishna]

Nyquist principle

[@locococo8961]

@@drsatheeshkrishna ?

[@drsatheeshkrishna]

@@locococo8961 Google it. As sampling rate becomes let's than half of the frequency, the direction can appear changed. The reason why fast propellers of aeroplanes or fast spinning wheels can appear to move in the opposite direction

[@hiimarobot1903]

@@locococo8961 remember hand spinner , and levitating water

[@afuzzylemon2521]

Woah my comment got so many likes

[@user-eh7rz1vf2u]

It went so fast it looked like the pipes went backwards

[@LP-ir3op]

Funny thing is that I think that's actually the way they go.

[@bllllllllackbirdie]

@@LP-ir3op my brain, wtf.

[@bazinga479]

@@LP-ir3op It Isn't, It's just a illusion...

[@svenfransen4605]

You would be okay saying the bird looked like flying backwards... the pipes don't move at all the bird does.

[@creatureofhabit7049]

@@svenfransen4605 you have never coded a game right?

[@kallevonderimbissbude3289]

4:41 I need actualy two minutes to pause here and read the little Story full of Love

[@arcticlegend8159]

also it says "I HOPE YOUR CHILDREN DIE BEFORE THEY CAN SPREAD YOUR USELESS GENES" then their children have perfect genes

[@hopecore420]

Such love and care🥰

[@gavinpoperechny1610]

AI Learns “Getting Over it with Bennett Foddy” that would be so fun to watch!

[@thefirekonaai8919]

Wouldn't he have to make the whole game then? it's a long game

[@thefirekonaai8919]

@Looter dude He doesn't use Unity to code his A.I. so he wouldn't be familiar with the code language

[@subscribetopewdiepiedaily5768]

Yes.

[@benrosen5917]

He probably couldn't recreate it. He doesn't use the real game, remember.

[@wildgoosechase4642]

Yes, that would be fun to watch Yes, he could use the original game but it would be near-impossible to get working unless it was open-source, and even then, he would have to navigate and work with a large amount of code he didn't write. There is no such thing as "Unity Code", the program Unity allows the user to write scripts with several languages and it is even possible that CB wouldn't need Unity installed to work with the game.

[@NickZGames]

AI: What is my purpose? Evan: You control a bird who twerks to fly and bypass copyrighted pipes. AI: Oh, God. Evan: Yeah, welcome to the world pal.

[@abhishek_soni1]

Rick and Morty reference.

[@grounds_up3780]

Nick Z Games well the creator killed himself so he’s not gonna sue him...

[@fredthespear4923]

Grounds_ Up oh.....

[@markassbrownie2357]

@@grounds_up3780 bullshit he's very much alive and well .

[@liber2350]

Nick Z Games I’m pretty sure that’s a cheeseburger with wings

[@PhoenixCNSTL]

50 years later: AI learns how to kill a human

[@MimOzanTamamogullar]

kzbin.info/www/bejne/nIa1eWuwaM2VbLs Are you living under a rock?

[@xdtrollers5525]

@@MimOzanTamamogullar s

[@xdtrollers5525]

Yee

[@deadpirateroberts9937]

Phoenixster YT u can make it learn to kill a human rn its just that people dont want to make an ai like that

[@jamietomalin3815]

What would be the point in ai killing us we would be more useful to then Alive.

[@PiPiSquared]

"I did have a nap in the middle of drawing", that was relatable

[@brandonwyffels8002]

Next video: AI learns how to hit the snooze button

[@adeshpoz1167]

Evan=destroyed. 😂

[@Lukas99g]

11 minute snooze is finally defeated.

[@orbital1971]

@@Lukas99g scp foundation:stay where you are

[@zebr0]

AI learns how to AI

[@TrimutiusToo]

The question of the day... WIll the grandma overclock her rig???

[@v1mz]

Timur Sultanov of course, all she needs now is a gtx 2080

[@bohmel]

Nah gonna need that RTX Titan

[@Echozkii]

I’m just gonna watch her not know which is better she is going to get a gtx 950 or something

[@thelegendaryck]

I bet she will crack records with her rig

[@user2C47]

Probably not. Most old people barely know how to use a computer.

[@pixel4712]

1:50 i feel uncomfortable with tweaking being changed to twerking

[@shukaku8772]

Ikr

[@sosogo4real]

@@isaacmcclure t h i c c n e s s

[@TheGauges420]

He has a lot of different little spelling errors like that lmfao. I think he does them all on purpose.

[@goldenbananit3052]

4:32 can we all just appreciate how it looks like the birds are jamming to the background music

[@rowniz5001]

If(bird touches wall){ Sout(dont touch) }

[@DeathMetalSon]

He used CODING and ALGORITHMS to make them not hit the wall

[@rowniz5001]

sarcasm /ˈsɑːkaz(ə)m/ noun the use of irony to mock or convey contempt.

[@online_cat]

@@DeathMetalSon if (bird about to touch wall){ (Dont) }

[@thatoneguy9582]

Animation Hub yeah that works

[@MegaKillMeister]

@@rowniz5001 r/woooosh

[@Pedakin]

The time it takes for this video is truly remarkable. The coding, editing, animation. I hope you have a team and it’s not just you cause wow.

[@alsdros1183]

@Johnithinuioian chill

[@alsdros1183]

@Johnithinuioian just cause xD

[@denomoable]

Johnithinuioian who tf says “got it” thats why he said chill

[@YenpisW]

@@miguelturtlekickz4353 god damn. Screw Einstein, you are superior with your sheer knowledge.

[@rwubaa222]

@Johnithinuioian first u need to chill And yeah that's not that much of an impressive programming but the video overall is really good

[@soynutsandkale5286]

Did we just watch a guy flex on us about his coding skills for 7 mins?

[@iamspeed403]

SoyNutsAndKale Yes yes we did

[@soynutsandkale5286]

Vanilla Coke Zero Love Ur Name

[@marcphilipp7428]

His channel is flexinc in us

[@nullpwn]

Now that you say it..

[@strikerbear8507]

Yes

[@flowerisokay28]

5:58 truly a masterpiece, made me cry

[@Fefonfon]

1:57 " *twerking* jump mechanics" hmmm...

[@themankycater5615]

Mr. Alpaca yes very nice

[@randomautist1593]

thiccness

[@laserbean00001]

Thiccness

[@rdw7505]

Oh this is pretty cool, It keeps going forward 5:28 *OH GOD ITS GOING BACKWARDS*

[@chocopuff]

i searched for this comment 😂

[@pong5592]

@@chocopuff yep

[@BreadstixTheAnimator]

Slow it down to 0.25 and its impossible flappy bird

[@sixaj]

@@chocopuff I also LITERLY searched for that comment to see if I was the only one

[@stevethea5250]

@@pong5592 too fast

[@equilton]

5:30 I can't be the only one seeing it go backwards Edit: now I can see it both ways...

[@timetraveler3806]

Equilton I see it too

[@bundleoffuck2986]

I don’t. Lol

[@BLVCKSCORP]

It depends on ur eyes, ppl see it differently

[@xenorac]

@@KnightandDay33Its a strobe effect, that is all

[@vincentth3041]

I saw it to i think it depends on the frameratr

[@acez28]

Funny fact I'm watching this 2 hours to Christmas 2 years later

[@vyable]

the bird was a paid actor.

[@vyable]

Herleik Holtan ^

[@adamxue6096]

No the pipes were clearly the paid actors. The bird ain't got nothing.

[@cheeselord8153]

Herleik Holtan he means this isn't very educational I think

[@cheeselord8153]

Herleik Holtan yeah I'm just good at that sort of thing

[@vyable]

Herleik Holtan chill jesus

[@timo5628]

4:41 Did I really spend like 2 minutes to Pause to read this damn text?

[@toasty7408]

Timmi Germi if you spent two minutes reading that you are a damn idiot

[@flamingrubys11]

@@toasty7408 he mant 2 minutes trying to get the frame

[@grantdalenberg1997]

or you can just use the "" keys to move forwards or backwards a frame at a time

[@toasty7408]

Grant Dalenberg or click on one of the links that people put in the comments lol

[@thomasfplm]

@@grantdalenberg1997, not on the phone.

[@user-jz6ui8hk7e]

*AI learns to fix my parents’ marriage*

[@ImAlbo_]

Ali GAY F

[@beechtownorganics7226]

Pray to the Lord Jesus and he will.

[@dakka2244]

F

[@sozeztyy7528]

Phoxu you must be fun at parties

[@halfjack2758]

F

[@nicholascharest8191]

I love how we're all watching this as if there's some extra content we missed when we didn't get the same high score the AI is getting.

[@HipProGamer]

Is it just me or when the bird is going ultra mega fast it looks like he is going backwards

[@legendfrog5762]

Ya

[@GothicCorvid]

Nah it's not just you

[@carissamace]

I forgot what it’s called and it’s cool

[@nonchip]

@@carissamace it's called framerate :P

[@simonprecheurllarena]

It’s called the stroboscopic effect, and yes, it is linked to the frame rate :)

[@elburd]

*coding is God language*

[@christianmartinez5676]

Yes

[@endobendo7457]

Yes

[@cloud3400]

Yes

[@puannurrizqia8291]

Yes

[@anyny9669]

Yes

[@wasOnceBigJ]

5:30 it goes backwards in the human eye

[@groinBlaster31]

Look up aliasing

[@alexknudsen9187]

Welp guess im not a human.....

[@kappaspammerderzweite5884]

no it actually goes backwards lul, set speed to 0.25 and it will still go backwards

[@groinBlaster31]

@@kappaspammerderzweite5884 look up aliasing. At the recorded speed it looks like it's going backwards.

[@kappaspammerderzweite5884]

@@groinBlaster31 i know what aliasing is. i just wanted to point out that this is not the human eyes fault in this case, but rather the recording :D

[@straycursor5562]

"Oh no Evan, the pipe is too short" "You ready for this." "BOOM! pipe for days boy!"

[@MarchKeeping]

That’s copied

[@p.c.2438]

Just waiting for the first AI rage quitting of history EDIT: Nevermind, the AI whooped it. Praise the AI

[@unitrader403]

well, there was once a tetris ai which 1 frame before game over did the only move left which prevented it from losing.. pause the game forever :D guess thats close enough

[@ganaraminukshuk0]

@@unitrader403 The only winning move is to not play the game; also, are you referencing Suckerpinch?

[@kevinrdunnphs]

The AI only had one synapse, all it did was flap if it was below or at the level of the bottom pipe, the whole AI could just be one looped if statement

[@4coolkidz91]

This is basically like naruto using clones to learn Rasenshuriken

[@stevethea5250]

Or get another plumber. My plumber took one look at my leak and immediately said, "This will be hard to find. I'll call a leak detection guy."

[@kendrakrust1244]

@@machranCALINTZ no u

[@tusiekcat]

Yeah

[@user-xs4me2wg4c]

@@machranCALINTZ r/youngpeopleyoutube

[@kendrakrust1244]

@@user-xs4me2wg4c r/rareinsults

[@petfama4211]

Do Tetris!

[@shakkar23]

Yes we need this

[@shakkar23]

If he reads this he needs to not forget SRS and Hard-dropping

[@processedpotato9378]

Yes

[@suwinkhamchaiwong8382]

Just gonna pause forever.

[@bernardomoreira]

@@shakkar23 no, he should follow classic nes rules.

[@TheMarshmallowMushroom]

the crummy Santa hat animation (starting at 6:22) gives me life

[@madarauchiha1174]

The faster it gets the more it feels like it's going backwards.

[@simonscherer2821]

Like wheels of the car on the highway😄

[@DavePelle]

Aliasing problem

[@benchervek5629]

Its called the Qamuachi effect bruh

[@coochiemeowmeow2210]

Madara uchiha yeah cuz there’s no reference point in the background, it’s only a still picture, if there was a tree he passed every now and then we could tell

[@kirbgaming8192]

Then when it goes faster the everything goes forward *visible confusion*

[@monsterkingrpk]

6:10 how the hell do you break it this bad by adding a hat to the bird

[@alsofrog3863]

ikr

[@mranxiety9995]

Burb and hat do not go well. Have you seen Garfunkel

[@mranxiety9995]

I dont remember writing this and i am very scared. Who is Garfunkel? What is a Garfunkel.

[@Flibberdijibbet]

@@mranxiety9995 Garfunkel is Garfunkel. He owned your soul at the time.

[@mranxiety9995]

@@Flibberdijibbet That explains it

[@HickoryStickGod]

Next Video Idea: Teaching AI how to get through "prove you're not a robot" popups Edit: Woah, when did I get all of these likes!😂

[@ImMaleKx]

i think its impossible because a human being cant get it 100% even that he answered right

[@shadowreaper4970]

Hickory Stick God there is a machine do that lol

[@thepope2412]

iMaleKz pretty sure there’s a chrome extension that answers those

[@ImMaleKx]

@@thepope2412 then what's it name? i need it

[@ShadowFox10587O]

iMaleKz yeah I need it too it's annoying having to do those all the time

[@prismgod1904]

code bullet : can't make special 500k subs video also code bullet : this video

[@PlayPerfecto]

A few lines of code. *Writes essay*

[@justas423]

That how code works sometimes. And by sometimes I mean always.

[@Cynadite]

A.I. learns geometry dash.

[@fluff2689]

Impossibru

[@PatoHeroe]

He: I'm gonna sleep to enjoy my 12 hours for beauty sleep. Me: *awake at 4a.m*

[@dominicthegamingnerd8650]

And so is the life of quarantine for millennials

[@notlibrasyoutubechannel]

You cant wake up at 4:am, _If you sleep at 6:am_

[@OkthenBi]

He

[@fyrfault]

Denzel Heathcote sleep 101

[@logwolfyt2010]

Lol same right know

[@hongyichen0611]

Great job! Merry Christmas!

[@VeryEpicPotato]

Next up: AI learns to code

[@Echozkii]

I wonder how long that would take to make tbh

[@catlover1781]

👌

[@rb1471]

They have models which can generate code which looks entirely real and is syntactically correct, but the problem is that when you go line by line it doesn't really make much sense. We need a method which can create code and make sense of it at the same time.

[@user2C47]

Next up: AI learns to conquer the world and force humans to become cyborgs to have increased mental capacity.

[@autumnleaf5050]

It will destroy us lol

[@therealcoachpotato105]

Him: does in day Also him: still takes 3 months to make

[@hafezeshirazi1940]

0:32 he's subscribed to pewdiepie, looooool

[@jiksuarc]

Absolute mad lad

[@Random-bw2km]

And blitz

[@braytonc6574]

And you should be too, and anyone reading this comment should be subbed to Pewdiepie

[@cdw2468]

DOING HIS PART

[@yember]

A fellow 14 year old

[@SevenIsaCannibal7]

Alright so what I think impressed me the most is how the flapping is in sync with the music for good portion of the song. That’s nuts

[@franciasii2435]

AI plays Kerbal Space Program. You better clear out your calendar because that will be one hell of a feat.

[@cringeyusername7459]

Please see this code bullet

[@randomcrapingsofus1184]

YES

[@tf3confirmedbuthv54]

That game is bugged to death.

[@Sharpless2]

Nano shuttle! 0.9 tons to Eeloo and back! STRATZENBLITZ IS TRIGGERED

[@Sharpless2]

@@tf3confirmedbuthv54 No. The latest update (1.6.0) fixed alot. Even the RAM issue.

[@FinnKid1]

3.8 million years of human evolution and this bird evolves to be god in 6 generations

[@noitnettaattention]

That means your "almighty" theory of evolution is bunch of sick crap !!!

[@birchbuzzbee3984]

noitnettaattention no, it just shows how fucking simple this game is

[@rubixsentinel9]

@@noitnettaattention Maybe you'd like to go and research a theory better than the current human evolution theory.. We'll wait..

[@noitnettaattention]

@@rubixsentinel9 ??? Huh ?

[@dinh6327]

Rubix Sentinel God is our creator but instead of it being a theory it’s true

[@squeakystool8910]

5:36 *are we sure there not going backwards? Cause I’m freakin trippin*

[@toffifeewolf2069]

It's an optical illusion.

[@bruhitzjayden6197]

林思雨 yes

[@omgdodogamer4759]

林思雨 same

[@geraldsonvalme]

YEP 5:31 is where i notice the change

[@dennisjones8516]

Nah it looks like that to me too lol

[@nicholasleclerc1583]

You haven’t taken into account the increase in speed as the game goes on; and it probably makes the variability of the heights of the gaps even harder to maneuver with, and that’s another level of difficulty for a machine-learning algorithm that emulates the rational aspect of human learning; There should be an algorithm that “randomly” chooses the following pipes to put, as well as the different speed at which the screen moves (so all in all how much curve balls are going to be thrown at the machine-learning algorithm), according to the objective & narrow criteria of how many possible paths, between the pipe that’s just been crossed and the one right after it, can the bird take; or rather it should calculate for how many times/way can the bird mess up between those 2 pipes and still be physically able to pass through those pipes

[@moore2318]

Yea

[@sspr1nt]

The “FASTER” part was like an anime battle.

[@axceedsora1679]

Remember me of BLEACH at hueco mundo 😂😂😂

[@KoopahPlaysMinecraft]

Motto haiyaku! Gotta go faster!

[@bullet996]

SAO anyone?

[@KoopahPlaysMinecraft]

@@bullet996 gotta go faster, starburst streaaaaaaaam

[@leonm.burroughs4807]

"On the last episode of FLAPPY BIRD Z.."

[@absence9443]

Geometry Dash pls

[@salmonslay]

Too complex

[@absence9443]

@@salmonslay Dude he could just start with the first mechanics: Jumping. And then adding some platforms and spikes. It wouldn't be so hard to create these levels buf fun to watch. When the AI gets better and better he could make super hard levels for the AI to beat

[@tenshikuruu]

Omggg yesss

[@PhrostiX]

Rescz Gélic oh god. Do not create a bot. People will copy it and just hack.

[@AaronBacon_]

@@PhrostiX Not really how it works, as you can see in the video, he created the flappy bird environment from scratch, so the AI is part of the Code and can just lookup "hey, whats the X and Y Position of the Pipe" To use it in someone else's game that you can't access the code for would be far more difficult, since it would need a way to identify obstacles, the player, and any controls the player would normally have to press. Basically just because he can make an AI for an exact recreation of a game, doesn't mean the AI can do anything in the real game.

[@blackberry_871]

Next one : AI learns how to subscribe to Pewdiepie

[@akdroa1502]

Blackberry_ t series already figured that one out

[@kkodama1858]

Dakota Andromeda Tseries doesn’t know how to sub to pewdiepie

[@akdroa1502]

WitheredScythe no, it was a joke about t series using sub bots, but I understand where the misunderstanding could come from lol

[@regulardudedoingregularstu1046]

@@akdroa1502 he is trying to burn you, not understanding the underlying sarcasm in your statement. Sycke, dakota is an ally of our 9yr old army

[@akdroa1502]

Regular Dude Doing Regular Stuffs I cannot help but notice that you have best boi astolfo as your pfp. A fellow person of culture, I see

[@thatchicken4048]

Plot twist he didn't make a A.I he is just godlike at flappy birb

[@BL-xz3ym]

1:56 “twerking the jumping mechanics”

[@acrappyartist7262]

What's the actual word again?

[@joecremer3633]

CandyPoem Tweaking

[@Leci1877]

I was wondering if anybody else caught that🤣

[@271danny]

"Thiccness" xd

[@nedinnis6752]

Dummy thicc code

[@whoopdee-doo6393]

How to do this easy. 1. Avoid that green shit. 2. GOOOO

[@malaetheshmm8435]

Agreed, that should be the code block! If (hit greenshit(dont));

[@existtodieofdepression3762]

Does anyone else still have the actual app?

[@warwickthomas5923]

@@existtodieofdepression3762 yes

[@foxrine]

5:31 seems like everything is going backward except the score

[@ratioripbozo]

Jep

[@nerd5862]

It is and later on it goes for word slow the video down

[@rep_benjamin64]

Foxrine even the human population is going backward due to the ai.

[@ThatUnknownDude_]

Your flappy bird doesn’t go forward mate The pipes come towards your bird and u go up or down

[@jasonreed7522]

All hail the demon known as aliasing Basically when things are sampled at a finite rate ( fps ) error occurs if data signals (gameplay/what the game is trying to show) exceed twice the sample rate and when the data is slightly faster it aliases to negative frequency. (Goes backwards)

[@marshy_vr9287]

CB: gives birds hats Game: “THE BIRDS HAVE HATS, ACTIVATE IMPOSSIBLE PTSD MODE” CB: “I tried to make it Christmasy but it all broke 😕“ Game: “Well done boys we did it we beat the birds with hats”

[@KunalSharma-so6jv]

Im a computer science engineering student and the amount of Inferiority Complexions I get from this channel is almost suicidal 😂😂

[@TheJamieKeely]

kunal Sharma Like what?

[@KunalSharma-so6jv]

Emily Norris Lol! What what? The joke ain't that hard to understand!

[@KieranHolroyd]

@Reunite The British Empire He said he's a student, chill.

[@sanjixfarron7447]

Haha I'm also a computer science student and I dont understand anything- _I mean I'm not learning codes properly yet bUT dhrjfj_

[@triplechocolate]

Reunite The British Empire weird flex but ok 👌🏼

[@itshaxerboi5611]

God: *Presses upgrade button on humanity* Humanity: *Teaches an AI to play flappy bird* God: ahhh, its rewind time

[@stevea7048]

Itshaxerboi that’s hot

[@omarhuda4997]

@@stevea7048 mark ass brownie

[@DuraluminBurner]

FuCk Go BaCk

[@JonesCrimson]

Honestly, if there is a god and he gives a single fuck about us, he's probably doing his best to start an apocalypse but the soviets backed down in the gulf and the global warming thing is getting a little backlash. It was a simpler time when he could just flood everything, but now we're so advanced it wouldn't kill enough of us. If there is a god and he gives a single fuck about us, let him know we will not go quietly into the night.

[@JonesCrimson]

@Your daily KZbin lol wrong video leave

[@creechmills8426]

Just make the bird speed up slightly for every pipe it passes, and all of a sudden you make it hella hard

[@rikorahman6962]

Plot twist: The flappy bird is actually playing the music by hitting the bars

[@akaTandy]

Hey a really easy one to code: A.I. learns to play Dark Souls. PLeAsE liKE sO hE cAN sEe

[@johngerken4263]

You do realize that that would require him to recreate Dark Souls, right?

[@qk7x]

@@johngerken4263 hmmmm, maybe, no, it couldn't be, maybe, uhh, JOKE.

[@johngerken4263]

I know

[@itzgamer21]

GUYS FADED MEANS LIKE THE VIDEO NOT LE COMMENT

[@monke3387]

OmG 300+ LiKeS sO epIc!!1!1!1¡1!1!!!!1

[@ignatius7124]

"Twerking jumping mechanics" " changing pipe thiccness" -_-

[@keahibailey2646]

*thicc*

[@liggerstuxin1]

Heh

[@supernovaw39]

*cb lidl dicc*

[@AvatarJunior]

Keahi Bailey *thicc* more like *T* *H* *I* *C* *C*

[@jollysheldone425]

Tweaking?

[@jaichand8947]

Plot twist: Code bullet is a god at flappy bird and recorded himself playing

[@danielmartin9057]

1:55 am I the only one who caught “twerking” instead of “tweaking”

[@misguidedsaint3693]

Pretty sure it was intentional, but yeah I noticed the first time I saw this

[@raimbowdash360]

A.i learns to play plague inc?

[@Rafa-cm9no]

Oh no

[@-Agent_47_]

Watch out Greenland We are coming for you

[@delirium1643]

That's probably gonna be hard

[@csharpcoffee]

Don't teach ai to kill humans, if you do humanity is gone... 😮

[@ifinnishboy4126]

Gen 100000000000000000000000000000000000000000000000

[@feynstein1004]

AI learns to play Stronghold Crusader :P

[@anonymousstout4759]

Feynstein 100 this is cool

[@rasput1n6]

love that game

[@kokutu2139]

Game of my life

[@celestailshock4693]

Feynstein 100 AI learns to play league of legends and flexs on the players

[@zainekatsumi]

Hahaha dude. Ang he gets to build all the designs of the base om wolf😂. And the stupid base of snake

[@raz0229]

Me playing some hard games: _Finally succeed at 1000th try!_ AI playing some hard games: _Brought in 1000 players and succeed at first try!_ (Pretty Genius)

[@pinecrustjuise]

By definition of genetic programming; you aren't ever going to get success on the first try.

[@pheonix3862]

But all a ai like this does is try and fail then learn like a human. It just does it faster

[@GrayM2]

Next video:ai learn to dominate the world

[@ziggy8253]

“Pipe for days, boi.” 2:42

[@scene6289]

Wtf how did adding the Christmas hats break the game😂😂😂

[@Volsraphel]

It can't, it's literally changing an image file. You don't need to change the code at all to do that. Surely...

[@Ben-li9zb]

where theres a will theres a way.

[@christophermoore6110]

IDK :p just like iFunny

[@MichaelIZKOOL]

It might have to do with the bird's increased hitbox

[@redrosegaming5291]

@@MichaelIZKOOL good guess..

[@avo143]

4:43 ok but can we talk about how the music kinda syncs?

[@abhirajbhokare1989]

I truly love your channel. Keep doing the best work. Such creative videos you’ve on this channel. Just subscribed! Officially the first viewer of any video on this channel. I’ve never witnessed such awesome editing as this one. Following your channel from the last two years, interesting content! You’re working so hard, may all your wishes come true. Congratulations on your first 10K followers, may you reach 100K soon. Whoever is reading this, never give up. God is with you. When watching your videos, I accidentally hit ‘like’ and never knew when. The moment you came here is at 05:17. Love this video, I think I’ve watched it four times.

[@dancagurli]

I don’t know why KZbin recommended this, but here we are

[@heavenly5817]

looking at videos at night

[@Sarah.Merton]

Same

[@addisoff5808]

Same

[@ienmIE]

Same

[@mellor88]

Same

[@挑戰不再拍影片就有5k]

*I bet you can't make AI defeat Thanos* *prove me wrong*

[@aodtonix]

No Ketchup. Just Sauce. Did you forget Vision?

[@z_zenith]

All you need to do is tell it to aim for the head

[@lukehenry9682]

Oh Snap!

[@dashckand]

@@aodtonix AI will try 14 million outcomes

[@kujojotaro2461]

@That one guy you wish you were I laughed my ass so hard it went to space.

[@dampelps]

It’s so awesome to have an ability to make your ideas come true.

[@khalilbouali3480]

THIS IS GEEENIUS, your hard work really pays off, the fun presentation as weeell hahahah, keep up code bullet

[@alejandrohb5813]

So this dude just made a game in 1 day while the creators of flappy bird probably took more than that ? *impressive*.

[@Blaizer077]

Alejandro HB Well, what he did was impressive! but remember that his main job was to copy a game that was already finished. So, the original creator had to think of game mechanics, make the art, etc. Him making it in a day is very impressive, but I wouldn’t compare it to the original designer of the game

[@CarlosLauterbach]

Tbh u dont need to program that much for that game. Just a hitbox and some rng with falling mechanic. If u understand a littlebit of coding: if(bird.xpos = tube.xposmin){ //if the bird is in the range of the tubes in the x-scale. Ask if he hits tube:// If(bird.ypos >= tube.ypostop || tube.yposbot){ bird.die(); } } Meanwhile you just add the same number over and over to birds x-position so it flies to the right or make everything go to the left. Last thing is like while the game is running you add the falling speed to the birds y-position and reduce the falling speed and repeat it. By adding a negative number which decreases the birds falling. By tipping you set the falling spped to a positive number so the bird goes up.

[@hanamae600]

Tanzis Liebling002 yeah but writers block is a bitch

[@hotcoder6154]

Easier to implement an already well-defined concept than design a game from zero. Also, he knows his game programming so the game coding is probably only a couple of hours. The physics to approximate gravity is straightforward math. Collision detection here is simple. Keyboard press capture is also standard. He probably spent more time on the graphics!

[@thesabre8458]

Tanzis Liebling002 if in java you can create square objects and use intersect

[@Dante20321]

No one: 2019 KZbin Recommended: Y’all wanna see an AI play Flappybird?

[@Ben-fx8lg]

This comment sucks and i cant wait for people to stop saying it.. Its so played out already!

[@Dante20321]

Ben Westrick then you can wait a long time

[@Ben-fx8lg]

@@Dante20321 Its not even funny.. And at this point, grossly unoriginal to use it.... You should be ashamed of yourself. What will your grandkids think of their lame grandfather?

[@Dante20321]

WOJOxDOJO / Vainglory 😂

[@joepastafari]

both of you guys are dickheads

[@shizu5082]

Code bullet: *gets one day to make a flappy bird ai* Also Code Bullet: *does it in 7 minutes*

[@jye-mings.2476]

Yo, that was really funny Sorry im toxic i know .-.

[@mariannmariann2052]

AI: Infinitely pro in only 6 gens!

[@Twingamerdudes]

5:31 It’s so fast to the point where it looks like the birds are going backwards and saying nope, fuck this.