A.I. Learns to DRIVE
HTML-код
- Опубликовано: 18 фев 2019
- Using a brand new algorithm, QLearning, I teach an AI to drive.
Huge thanks to Brilliant for sponsoring this video, check them out at brilliant.org/codebullet
Art created by @Dachi.art / dachi.art
Twitter: / code_bullet
Patreon: / codebullet
Discord: / discord
"When I woke up, I expected it to have not improved, or somehow gotten worse"
Life as a parent
“it”
“it”
“It”
“It”
"it"
The A.I is shivering because it's so scared of hitting the walls
No.. NO! DAD PLEASE DONT HIT ME AGAIN
@@fluffy7636 did someone call the WHAP GOBLIN?!
It’s called robotwallphobia
PopperLeader _Gaming robowallphobia that one sounds better
Poor A.I. its so scared! I hope it feels better now!
RUclips: Hates Swearing
Also RUclips: Code Bullet is Family Friendly
@Hyper Helios gaming other than the swearing
Lmao
RUclips: Swearing is not allowed and or ok!!
Code Bullet: FUCK! DAMN IT!! SHIT!!-
RUclips: .... What??
It only cares about the first 5 min
Educational swearing
Imagine if the ai decided that “why go through all that and risk a punishment when I could just go backwards and keep going through this one reward gate”
Sounds like my life
I imagine there is logic for reward gates so that they have to be crossed in order
@@meraldlag4336 Or that the same point cannot be received twice/goes away after it is earned.
@@zichithefox4781 True
@@Goma19Chainelove your pfp
PLOT TWIST, the first ten vids by CB were real but these ones are now ai that was trained to code and talk like CB
Uh
But what about the text ones?
Pi quiet you
So, at generation 10 the AI has learned to say fuck in every sentance. Veri najs
Yeah makes sense
Oh god
The end result is essentially racing in a nutshell. Go faster, get rewards more faster.
*More faster*
@@kokosusuomus6714 go faster more gooder?
@@ThatOneGuyYMK go faster, get rewards faster. That's how you say it.
@@kokosusuomus6714 be the bestest go fasterer
@@ThatOneGuyYMK bettest, fasterest, strongerest, powest
I'd love to see a version of this with randomised tracks so that it has to learn how to deal with that
If he didn't train too much on this track, what's called overfitting on the neural network field, he can place the car on a new track and do it, in theory. Only if the neural network got the general idea of turning and didn't memorize the track
One way (potentially) is to slightly disincentivize stopping, so that the AI always wants to keep moving.
@@didicayu with feed forward networks this is avoided, but in recurrent networks a sort of memory is provided.
Q learning doesn’t do well with new inputs from what I remember. Since it doesn’t have a representation of its environment as an input (as such anyway), it would effectively have to re-learn every time, because the Q values for each successor state would no longer represent the agent’s environment.
@@EshanTahir No? Feedfoward ANNs can overfit as well
“That wasn’t supposed to be difficult” is the basis of learning something in coding itself.
"that wasn't supposed to be difficult"
programming in a nutshell
Lol, yep.
I just read it as this, jqwdhiu9wyq4982wyru4hq94gqh)3u4ogh43 plus a lot of symbols...... Sooo.... I understand that but don't see it if that makes sense... I dont code.... have no clue how to...
Yeah
Me: *spends a day trying to add movement to a 2d game*
Me 3 days later: *realises that i've been making a 3d movement script*
It would be so easy if it wasn't difficult.
"The AI at this point is moving very slowly and scared because it REALLY doesn't want a spanking"
LMAO that cracked me up
keep at 420 likes or im fuck you
@@OdieTheGreat 420 today
Háiangku海翁龜
Ok
OdieTheGreat I botted 1k likes
"I don't really know what I'm talking about, however that has never stopped me in the past"
My yearbook quote.
I feel bad for the AI when it's too afraid to mess up. XD
I just wanna pat it on the head and say "you're a disgrace" and then re-run the entirety of it
@@kroh7742 you had me in the first I'm not gonna lie
Program: actually works
Code Bullet: binary happiness noises
Lmao
01101100 01101111 01101100 00100000 01111000 01000100
Ali c
@@henatio2466 00101010 01101100 01100001 01110101 01100111 01101000 01110011 00100000 01101001 01101110 00100000 01100010 01101001 01101110 01100001 01110010 01111001 00101010
Program: works
Code Bullet: 01101000 01100001 01110000 01110000 01101001 01101110 01100101 01110011 01110011 00100000 01101110 01101111 01101001 01110011 01100101 00100000 (happiness noise in binary)
" *DO YOU LOVE ME NOW FATHER* " -Muscley code baby 2019
*proceeds to die crashing into a wall*.
"No."
Yes! please don’t KILL me sun!!
When He’s “evolving” close your eyes and tell me that doesn’t sound like a porno
Hanie Two words: gay porn
Welp I guess sex hurts
Listen I’ve watched Porn Not Gay Porn. I’ve Said To Much
@@projectpenguin4125 If you think letting people know you watch porn is too much, I fear you shouldn't be watching porn
Dude how do you not have more than 113 likes? 😂
"Through depressed laughter." Holy sh*t i felt that
You should code two a.i. to fight each other
Until one of them escapes into the interwebz, Takes over a nuclear power and nukes the youtuber's home? Seriously though, I hope nobody creates such a scenario where there is no arena or rule limits.
that's called a antagonistic neural network setup
Fuck you
@@VaradMahashabde ok
Slavic Propaganda no u
I love how accurately the antennas convey CB’s emotions
It reminds me of my dog. She has really twitchy ears. She can hold an entire conversation with her ears.
I love how on Code Bullets face he has his name inside all the 0's and 1's
Is anyone else going to talk about this AWESOME CB evolution!? Both the evolution itself and the new CB is awesome
Do I know anything about coding? Absolutely not. Do I think you're a magical wizard? Definitely.
yeah can relate, idk how the fucking hell he codes. i would have given up after about 20 seconds
@@PartDoggo the money in it is a good motivation
am glad to support that
You can’t convince me that he’s not all powerful
If he can code something to revive my hamster then he's a wizard
AI learns how to drive
5 minutes later...
DEJA VU
@Romner_set HIGHER ON THE STREET
AND I KNOW ITS MY TIME TO GO
Romner_set AND THE SEARCH IS A MYSTERY
Romner_set WOOOOOOAAAAAAAHHH
Wew
Evan: Sure, numbers are amazing and everything, but that's in my past.
Me: oh lore?
Code bullet: wants a safe turn
Ai: eurobeat intensifies*
Nani?! AI dorifto!
I love how this is turning into a drama series haha
same
I like how you also “learn” while your AI is learning
huh! weird..
It's a never ending loop
Baltaiiir there is always a way to end the loop.
@@bubbles7608 I see what you mean, i code a little bit when i have the time for it, and i feel like i could keep learning for ever, so that's why i think it's a never ending loop, but in a good way tho, learning things is always good
Thats the best part of working on things like neural networks. Like I learned how to fix several other side projects while learning how to build a convolutional neural network for my college class.
"What are ya doin' mate?! - Undecipherable donkey noises"
-Code Bullet
Now that he's back again I plan to rewatch some of what I would consider to be his greatest hits. Definitely gotta watch his Snake and AI learning to walk videos next.
he could have said Q-Learning is like training a dog.
Yup...
That seems to be better than mouse, cheese, and cat
Well you don't punish a dog, do you?
@@_vblax Actually you do, like not showing love because of the move dog did
Training a dog is easier because dogs aren’t as stupid
Human Pain it’s still the same concept
This AI is smarter than 75% of new york
this ai is smarter than me
Smarter than the entirety of Florida
I agree
*99%*
smarter than 65% of the usa
This might be my favourite of all your successful project videos. Well done
Been enjoying these videos for a while, and now am actually learning Object Oriented Programming, so its like watching with fresh eyes as my eyes are glued to the code where before I just skimmed
Litterly just found this guy today
He codes
He has my name
He created a laser of death for A.I
Subbed
Me too lol
*literally
@@edomeindertsma6669 Grammar police!
Same for me except for the name part. I LOOOOVE his videos!!!
*literally
_What?_
*Viewer* is evolving!
• • •
*Viewer* had evolved into *subscriber!*
Outstanding move
JJOLO xx subscriber uses like
Very affective
What’s this?
Subscriber is evolving!
...
Subscriber has evolved into
Patreon!
Patreon clicked the bell it’s very affective
*ditto*
0:44 'python isn't that bad, I guess we don't need semicolons after all' that made me laugh so hard
I’ve been watching Code Bullet for a long time now but never realized he coded in JS. I’m learning HTML, CSS, and JS so that just served as a bit of motivation!!
This video summed up:
10% AI learning to drift
30% Learning how the different programs work
60% *Crying*
You forgot 8% sexy new Avatar-Bullet XD
once you start hitting jams while coding you realize the crying is just part of the learning experience
Correction:
This is 10% luck
20% skill
15% concentrated power of will
5% pleasure
50% pain
And 100% reason to remember the name
Don't forget 0.01% CinemaSins
༺ƝἷƬH༻ ༺ Thavarasa ༻
1:14
"This is an excellent example of why one shouldn't attempt alliteration with the letter Q," I quipped quite quizzaciously.
Q U A R A N T I N E
"Quizzaciously", I see you're a man of culture as well
hey Qsauce micheal here
@@dioptre hey Qsauce Micheal here
QQQ
Love your new look! Keep up the good work!
Now that the face reveal has been done, I imagine bearded, jacked, Chad Evan saying all these lines and I find it fucking hilarious
The A.I. is going to get a license before Spongebob.
license*
@@lamp7746 crap, thanks changed it
*after*
*A.I. (forgot the second period :) )
Memeolicious no problemo, love you for your response. +500 respect.
Make a "code bullet.exe has stopped working" screen/ popup with only one button labeled "dammit" for when everything goes wrong and you have an anurism.
Exception thrown: abort, retry or ignore?
Amazing job, love these videos 😊👏
I’d really love him to revisit this and make new tracks. It would be super cool to see some real Tokyo drifts😂
"God managed to find a way to do it without murdering millions of babies." *Nods slowly*
F
Maurice Pete G
H
Zach Blair I
Christian Garza J
"God managed to do it without slaughtering millions of babies..."
*Looks at the story of Noah's ark*
Umm... about that...
What about that???
Damn ,you beat me by a month
Yeah, that was a confusing statement.
?
@@MyNamesJustNoah what
*Thank you for your videos (you are so funny and educational same time) 👍 keep doing hard job and take care*
legend has it HE STILL HASNT FUCKING UPLOADED
_Gets artistic, visual upgrade to avatar_
_Still has a 1998 monitor as a head_
thats because old dogs can learn new tricks c:
@Ray B yes, its called smudged makeup
1998 monitor...?
Its a tv
@@ancientapparition1638 its a tv not a monitor.
While he was talking I was just looking at the new poses w0W tHAnKs fOR ThE lIKes
Man you deserve more dubs first video I've seen of yours and its amazing well done
Im back here for the 200th time after waiting for the next upload
Indeed.
This will be good, grab the popcorn.
/\__/\
( • - •)
/ >🍿
got it, let's go
This will be popcorn, grab the good
@@sillygoose2878 lol
Ironically enough I did watch this while eating a bag of popcorn, so yeah.
I’m allergic to popcorn ;(
_“I guess we don’t need semicolons after all.”_
*BLASPHEMY*
Blasthemi?
;
But I like Chaos child
*B L A S P H E M Y*
🖐️ ;
👉 -
(Just put it into the drake meme format mentally. You know what I was going for)
“I did nothing in a week, this sucks and I’m at the same place fml” or something like that bc I’m too lazy to go back and find the exact quote.
Dude, you learned an entirely different way to code in a fucking WEEK. That’s far from nothing. That’s some impressive shit.
0:38 When it's so bad it rains inside.
*_Imagine if Tesla's on the highway had reward gates_*
*_[DRAG RACING INTENSIFIES]_*
*_DEJA VU INTENSIFIES_*
Sounds like something Elon Musk would try out
I approve of this!
And just let them run over pedestrians until they learn not to.
I didn't know Code Bullet came with a dark mode!
OceanBagel wmeimsakismdksmwosmamw
*I JUST FLICKED THE SWITCH, AYE*
Oops I think dank got auto corrected
no its emo mode
Ya it’s emo mode
8:05 Coding train!!! I love this channel lol I learned how to program in processing there!
apparently im watching this video exactly 2 years after its release
"Reward gates"-gets Mario Kart shortcut flashbacks
Grumble Volcano
Omg yes
Only true men know about Mario kart speedrunning
When he showed the "gates" at 12:21: ruclips.net/video/hQX7Zub0ZdI/видео.html
I had a mini stroke when he brought up the gates
Track : you never gonna make it buddy
Car : *leave over a night*
tomorrow
Track : kansei dorifto!!!!!!!!
Fly Cockroach can you hear the Eurobeat also?
100th like
DEJA VU
Comeon man, start uploading again.
Fire. Nice work dude I wanna learn more about Python, coding games and AI too!
*Next:* A.I learns how to create an A.I that can also create an A.I
That knows how to take over the world
Let the apocalypse... *Begin*
thats kind of how q learning works i think
And with that skynet was born
*Cough* Skynet *Cough*
boi that's easy, watch this.
AI. drive = true
;
thats how programming works xD
You forgot to capitalise the T
if(goingToCrash){
dont();
}
You forgot sv_cheats 1 ,clearly.
"I didn't expect this project to take this long" most common phrase in Code Bullet videos.
ah yes, i have found the video where his character got an upgrade. finally.
You should have tested the A.I after with different tracks to see if it was memorising the track or learning not to hit the wall
Oh yes...! Same program different track. Make it happen and you get a free video aut of it @codebullet
Brilliant idea
Everyone upvote this shit
Yeah I wanna see this!
Upp
A.I: *learns to drive*
*added to a real car*
CB: wait i didn't teach it how to avoid humans
ah fuck it ran into an orphanage... oh well they have insurance
Holy shit I just realized how fucked up that joke was...
Sweglord227 ah life insurance
O_O
Oof
1:20 CINEMASINS INTRO, HOW IS NO ONE TALKING ABOUT THIS??
Because he didn’t steal an intro?
I was scrolling through the comments for soo long looking for this
love the subtle code bullet on ur tv screen head :)
_I'm not gonna lie, this is definitely me when I'm driving_
Same here
I don’t even know how to drive :D
Good meme
Nose intensifies
Before or after gitting gud?
Yeah but like can you code the scratch cat to say hi when the space bar is hit
Agonized Cat yes, hit me up on linkedin
100$ for this thing
This is what Google has actually been using AI to crack
That’s a hard one. Took me 3 days to do it
*_But the space bar is broken, do you mean the "1" button?_*
Busyboy 21 Whoever binds Scratch code to the number one is a psychopath
This is fricking brilliant
I had a job at a slow convenience store. My boss was really chill and didn't care if I messed around on the computer as long as customers were satisfied.
I used the time to practice python and while I never got this good, I definitely feel the frustration. I tried making a gym progress tracker that increased a handful of lifts by 10% if 3 attempts were successful in a day, and decreased the lift by 10% if failed for 3 consecutive days.
It took fucking ages. I was only using if/else statements and had no idea what a class was. Good times.
I love your new look. It's really well done
"Do you love me now father"
5tr0n9 r080t man thank you
Like the old look more, new look is cool tho
I love well done . It's your new look
He looks like a hipster.
Code Bullet has evolved into Code Missile
code n u k e
Jelly Meow there have only been legends.
TBH, that logo looks like CBB = Code Bullet Bill
Give him the fucking Code Geass. We'll have a peaceful world.
code nerf bullet
Wow it's been awhile but this was a really nice video, kinda refreshing compared to all the stress these days. :)
Laughed harder than I have in months. Thanks Code Bullet. 🤣🤣❤
i dont understand how this guy thinks the computer overlords will kill him first. hes teaching the ai how to do things. despite it being in a gruesome way
H cuz xx Arhg eitewy
-Typed with my nose
He's giving them the ability to take over .
They're gonna worship him like a god .
He will be treated like the P.M. of Austria
No one is going to talk about how he repeatedly kills them if they fail? Or select the best A.I. Kill it, and then do the same thing to its descents?
Scout with 124/125 Health
Name yourself to “Scunt with 124/125 Health”
All of his videos are just Code Bullet coming up with an idea and saying, "This will be easy." and then hates himself for trying to do it. But he does it for the viewers so... YAY!
Best video from code bullet ever.
@code bullet, time to revisit this video. Having 5-6 cars simultaneously try the track at the same time will be amazing.
2019 - A.I. learns to DRIVE
2050 - A.I. learns to MEME
2050 - A.I. kills trump
I saw a video of A.I. Doing that.
Link: ruclips.net/video/zrVDfX9XFpE/видео.html
The whole video is both interesting and boring at the same time. It's creepy/scary at about the 10:20 mark.
@@himanshubhushan3927 he'll die by then. He's like 72
So by 2050 ai will become smarter than leftist npc's?
@@himanshubhushan3927 bro trump will die before that date, dude is 72 years old now. unless he is not human???
I like the new look but...
Old Code Bullet shall forever live in my heart...
The new look is good as
His new look kinda makes him younger. Reminds me of Alan Walker.
i have watched this video like 10 times but i just keep coming back to it for a good laugh😂
i find myself here again
This man is going to start the robot uprising
CB: "Python isn't even that bad...
I guess we dont need semicolons after all"
Me: as a person who took Java as a Freshman and is now taking Python, I approve of this joke.
Edit: I don't know why I'm adding this, but I'm not learning Python anymore. It was a single-semester class at my school.
Edit: If anyone cares, Im learning Python again.
RoboFox I’m a freshman this year and I’m taking python. It’s a great starting language honestly. Very straight forward
@@finnkahnle7660 I can agree. Much easier than Java.
RoboFox What the fuck does this mean
Im an IT student and have to start with C *crys quietly*
@@schwungscheibe5293 oof i had to learn that too. Now we are forced to learn assembly 8086
Animation skills evolve!!
Wow he has gotten into shape!
Not animation, its drawing and poses
As soon as the ai was described as scared I got so attached
So proud of them
Even AI learns how to drift before I can
First it hired gunmen by itself. Now it can traverse the world
It crashed like 2000 cars in the process, but it finally became a master drifting driver
as an AI I find this channel highly offensive. stupid humans
quixitoc now its gonna combine the two and live in the hood
@@Blox117 hah, weak AI, you have nothing on the power of A m e r i c a n s
@@Blox117 Nah we're just high
Make another AI car and make em race
Yess!
Breed the winner
but if they hit they die
RainbowBier yeeah! One of them has to let the other win, or no one wins!
The one in the inner lane will win.If u make no turns they will be the exact same eventually
Wait hang on that video is 4 years old
You mean 5
My robotics team uses tensor flow for our autonomous tasks. It takes input from sensors on the robot and makes a decision on which "branch" of the autonomous program to run.
There isn't much training involved beyond "This is what A looks like from various angles and lightnings, when you see it do Z." And so on and so on for B, C, D...
6:55 ...is that an orchestral version of Deja Vu?
I NEED THIS
ruclips.net/video/V0v7gtER3ro/видео.html
leem919 THANK YOU
leem919 THANK YOU GOOD SIR
leem919 boi u is a saviour
I've immediately come to see if anyone posted a comment about it ! thanks to leem919 for that link :)
“It’s freaking _TOKYO DRIFT-ING_ ALL OVER THE PLACE!”
DEJA VU
Rh is l I’ve just been in this place before
Alex that ain’t how it goes
I loved the orchestral rendition of DEJA VU, I HAVE BEEN IN THIS PLACE BEFORE at 6:53 hahaha great stuff!