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”
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
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(as such anyway), it would effectively have to re-learn every time, because the Q values for each successor state would no longer represent the agent’s environment.
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...
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.
@@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.
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.
There is no way this video is 5 years old, I feel like I just watched it yesterday, hell I'm 18 boutta go off to college and I feel as if I'm still 14 getting home from school and turning on code bullet watching till I fell asleep
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.
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.
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
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!
That drifting AI is still one of the most satisfying things on this channel. It’s the same energy as Mulan climbing the pole at the end of “Make a Man Out of You”. The general dude has been hands on training her and then goes to bed expecting failure, only to wake up and find she’s trained HERSELF to be a total master.
That would have been normal a couple years ago, but at this point...it's easier to use the Promise fetch API in JS than it is to do a classic AJAX/XMLHttpRequest when getting data from external websites etc.
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.
I'm a pretty low experienced programmer, but even I know that if you had put Eurobeat tracks playing into the program, it would learn very. very. quickly.
Why is nobody mentioning the reason pygame didn't work for him, is because his computer is too slow? One of the hard limitations of Vsync is: once the frame rate drops below 60, it automatically gets cut in half to 30. I doubt he is running triple buffering and I doubt he is holding 60 fps with Vsync on.. If he's seeing skipping with Vsync off but no skipping with Vsync on, that means that everything is happening at 30fps. If he was able to hold steady fps without vsync, he wouldn't see skipping.. but because he hasn't coded an fps limit, his computer drops frames.. To work around this limitation in pygame, or really any software you choose to code in, just hard code the game for something like 15-30fps max. You won't need Vsync, and each generation will complete faster, since more of your computers performance will be freed. My guess is, it's also some kind of heat issue, which in itself will cause dropped frames when no frame cap is added.
I have a challenge for you that I think you'd find interesting. It may or may not be within the realm of possibility. Ok; so idk if you have ever heard of Total War. It's a game series that recreates awesome historical civilizations and battles. The problem is that the AI is notoriously shitty. I'm wondering if you could possibly create a Q learning set up for the AI to train against itself?
After you run the program and it can drive around the track, you should put it on to a new track and see how long it takes for it to do a lap and keep going untill it can do pretty much any track within a couple of tries
Yeah! @codebullet how well will that same AI do on a new track? And now that it's trained what about with less reward gates? And congrats on 1 million.
It would depend on what state space there is for the car. It seems to be direction, speed and distance to wall in several directions. So I guess it should be able to do a decent lap on the first try unless the track is specifically designed to be evil. Would still love to see it.
@@illuno--bf8dx1bw5j not to be egotistical, but that's the reaction i expected for my reply, or it's underrated or almost noone comes to this reply section
“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.
@@Niklas-uf5hd That'd be cool, but the issue with that is how to let the AI "see" the game, and understand what's going on. Nintendo isn't exactly understanding when it comes to debugging software others made. You'd also need to figure out a way to monitor the various variables of the game in order to properly punish/reward the AI.
Dude, I LOVE the new art! Such a trendy jacket, haha. Also, super extra bonus points for putting drifting into your game despite the troubles you were having, lol. It made the final AI look that much cooler! ...With a little more work on graphics and some new tracks and music... That racing game might actually be really fun to play on its own, haha. Wouldn't exactly be easy to beat the AI in a race, though!
there's one thing i don't understand. these are thousands of attempts trying to find the best sequence of actions for the robot to complete the track. but what if you change the track? fairly sure the robot wouldn't be able to handle it and you'd have to train it all over again. why not make a track generator and train the AI on a different track every attempt (or perhaps have a set of tracks?) so as to create the "universal" track solver that can solve any new track that it's faced with? cuz in this state, i don't see much point or application of this AI, don't you agree?
Correct: this AI is _very_ good at driving through _this_ track, but will most likely crash and burn on the next one. It's been _overtrained_ . However, given the skills it's picked up along the way, I'm not super sure _how_ much trouble it would have on the next track, as long as the amount of and spacing between the Reward Gates is similar. I'm more interested in the following problem: what if the next track would include a left turn as its first bend. I.e. what if the entire track is left-handed? How would it fare in that situation?
Sounds like a pretty good idea. Also in that case you could progressively train it using one finish line rather than having all those gates by starting with a tiny linear track and progressively making it longer.
@@Shrooblord that is a very good point! i think i saw a similar video by code bullet (maybe it was not him, i don't remember) where the ai learned to play the hardest game ever, and there you could see how the machine had to learn everything from scratch every level
What you are talking about is called over-fitting (and it's pretty much what every leaning AI CB has done up until this :-p). The AI doesn't actually see the track, it just gets a bunch of numbers back from the wall distances. It wouldn't do as well as this on a brand new track as it would encounter corners and configurations it hasn't seen before, but it can reuse the knowledge it has already learned. You could train it on a bunch of tracks and it should, eventually, be able to cope with any track you put it on. Also, the more tracks you train it on, the quicker it will learn to optimise for the current track.
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
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!
"When I woke up, I expected it to have not improved, or somehow gotten worse"
Life as a parent
“it”
“it”
“It”
“It”
"it"
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
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.
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
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
@@Gomarinka-w5zlove your pfp
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"
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.
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
" *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!!
“That wasn’t supposed to be difficult” is the basis of learning something in coding itself.
I love how this is turning into a drama series haha
same
"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 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.
"I don't really know what I'm talking about, however that has never stopped me in the past"
My yearbook quote.
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 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
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
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
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.
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
"Through depressed laughter." Holy sh*t i felt that
While he was talking I was just looking at the new poses w0W tHAnKs fOR ThE lIKes
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 ༻
_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*
I love how on Code Bullets face he has his name inside all the 0's and 1's
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
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?
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
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? 😂
"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
_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.
*_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.
Is anyone else going to talk about this AWESOME CB evolution!? Both the evolution itself and the new CB is awesome
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
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'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?
Evan: Sure, numbers are amazing and everything, but that's in my past.
Me: oh lore?
_“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)
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 ;(
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.
There is no way this video is 5 years old, I feel like I just watched it yesterday, hell I'm 18 boutta go off to college and I feel as if I'm still 14 getting home from school and turning on code bullet watching till I fell asleep
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
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
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
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.
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.
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”
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
"What are ya doin' mate?! - Undecipherable donkey noises"
-Code Bullet
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
"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
"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
"I didn't expect this project to take this long" most common phrase in Code Bullet videos.
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!
*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*
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
Code bullet: wants a safe turn
Ai: eurobeat intensifies*
Nani?! AI dorifto!
That drifting AI is still one of the most satisfying things on this channel. It’s the same energy as Mulan climbing the pole at the end of “Make a Man Out of You”. The general dude has been hands on training her and then goes to bed expecting failure, only to wake up and find she’s trained HERSELF to be a total master.
I just noticed that Code Bullet's tv face has "code bullet" along with the binary
did u not know that?
@@icantth1nkofanam40 nope
@@galaxythefox7432 k
I'm confusled
Galaxy The Fox you did not not know that?
This vide gave me a deja vu
I'VE BEEN HERE IN THIS PLACE BEFORE
No
Mysticツ yes
You're everywhere
EUROBEAT INTENSIFIES
Now that the face reveal has been done, I imagine bearded, jacked, Chad Evan saying all these lines and I find it fucking hilarious
> codes a lot in javascript
> doesn't know how to use promises
Hehe. What I was thinking. But again, I'm new to this channel and have no idea what his background is.
me neither lol
That would have been normal a couple years ago, but at this point...it's easier to use the Promise fetch API in JS than it is to do a classic AJAX/XMLHttpRequest when getting data from external websites etc.
Promises are pretty easy too, so that confused me
prototype based languages are like dogshit. Everyone has to deal with it and no one wants it.
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
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 :)
legend has it HE STILL HASNT FUCKING UPLOADED
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
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???
Animation skills evolve!!
Wow he has gotten into shape!
Not animation, its drawing and poses
0:44 'python isn't that bad, I guess we don't need semicolons after all' that made me laugh so hard
I'm a pretty low experienced programmer, but even I know that if you had put Eurobeat tracks playing into the program, it would learn very. very. quickly.
I agree.
CB needs to make a eurobeat AI drifting compilation.
@@8104 *C O O L V I B R A T I O N S*
Why is nobody mentioning the reason pygame didn't work for him, is because his computer is too slow?
One of the hard limitations of Vsync is: once the frame rate drops below 60, it automatically gets cut in half to 30. I doubt he is running triple buffering and I doubt he is holding 60 fps with Vsync on..
If he's seeing skipping with Vsync off but no skipping with Vsync on, that means that everything is happening at 30fps. If he was able to hold steady fps without vsync, he wouldn't see skipping.. but because he hasn't coded an fps limit, his computer drops frames..
To work around this limitation in pygame, or really any software you choose to code in, just hard code the game for something like 15-30fps max. You won't need Vsync, and each generation will complete faster, since more of your computers performance will be freed.
My guess is, it's also some kind of heat issue, which in itself will cause dropped frames when no frame cap is added.
So now AI can drift downhill on the Akina pass?!
N A N I
I think you mean AE
@@TheEborden underrated comment, 99% probably wont get it
i mean,its the same with takumi isnt it? only that he rlly rlly now what a car is and that is rlly rlly bad to hit the railguard or a wall.
@@TheEborden Ah I see, you are a man of culture.
Only 1990’s kids remember the old code bullet
You dam right
Depends what you mean the old code bulled bec in his earliest he didnt even have an avatar
Bob 123 when he did not swear those days are long gone
You had to specify to the 1900s
Fascinating stuff, but the language is enough, to tune out this channel, because of the swearing.
This might be my favourite of all your successful project videos. Well done
I have a challenge for you that I think you'd find interesting. It may or may not be within the realm of possibility.
Ok; so idk if you have ever heard of Total War. It's a game series that recreates awesome historical civilizations and battles. The problem is that the AI is notoriously shitty. I'm wondering if you could possibly create a Q learning set up for the AI to train against itself?
This would be fuckin dope everyone upvote this
Upvote
Upvoted
@@mooommo14 right, CA should hire him for a summer
I think this is a bit beyond mr bullet.
After you run the program and it can drive around the track, you should put it on to a new track and see how long it takes for it to do a lap and keep going untill it can do pretty much any track within a couple of tries
Yeah! @codebullet how well will that same AI do on a new track? And now that it's trained what about with less reward gates? And congrats on 1 million.
I would like a endless race track
this is a great idea
It would depend on what state space there is for the car.
It seems to be direction, speed and distance to wall in several directions.
So I guess it should be able to do a decent lap on the first try unless the track is specifically designed to be evil.
Would still love to see it.
@@57thorns jabrils ran into issues with roundabout like formations/ clusters of islands of wall if you will.
video quality is too high for an educational channel?
ok
No
300th like
@@Dunno.. r/wooooosh
@@Elemental_Clash Let that meme die
Kurzgesagt: send the nuke.
apparently im watching this video exactly 2 years after its release
“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
5:12 What do you mean? *thats how i drive*
So ur wheel turn 90 DEGREES
Macaroon_Nuggets yes
*proceeds to drift around a circle of infinite size*
@@arthurthekyogre9155 LMAO the new tokyo drift 2.0
@@illuno--bf8dx1bw5j not to be egotistical, but that's the reaction i expected for my reply, or it's underrated or almost noone comes to this reply section
That Pokémon evolution bit just earned a sub. My god that was funny.
I’d really love him to revisit this and make new tracks. It would be super cool to see some real Tokyo drifts😂
1:40 - 1:50 *close your eyes and listen carefully*
That was an experience
Wow, that was fast.
😂😂
I hate you😂😂
Nothing to add
Deja vu, i've just been in this place before!
I was singing it when i saw this 😂
literally listening to eurobeats atm :D
I GAVE YOU 100 LIKE
@@jaca2562 102
Higher on the street!
"I don't need semicolons"
The JavaScript FBI are on their way to take your computer from you for these horrendous crimes
I literally setup my linter to error on semicolon usage. I use Babel all the time anyways so they get added back.
Tro Ivas because you don't have to type them. Babel types them for me invisibly.
“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.
Try raft wars. Purely physics based game.
Classic
Childhood in 1 game.
Parth Thakkar YES.
Yes!
Why not KSP?
Code Bullet Uploaded: *TEACHING AN AI HOW TO USE A GUN*
its the code bullet and Michael reeves collab we've all been waiting for!
Sounds like a normal Michael Reeves video
Evan johnston oh no
@@evanjohnston6098 I was thinking the same thing in regard to another's comment about nuclear missiles when I was reminded of the nuclear bop-it
Teaching an AI how to kill
Could you please make an ai play tetris? would be so cool :)
too easy imo
Desolate Puppy you do it
Dragon Fury3 I was gonna suggest that it is a good idea he should try now that he knows some Q learning
Dragon Fury3 i think it would be cool in tetris battelroyal
@@Niklas-uf5hd That'd be cool, but the issue with that is how to let the AI "see" the game, and understand what's going on. Nintendo isn't exactly understanding when it comes to debugging software others made. You'd also need to figure out a way to monitor the various variables of the game in order to properly punish/reward the AI.
ah yes, i have found the video where his character got an upgrade. finally.
You don't learn Q learning *Q LEARNING LEARNS YOU*
hiphopapotamus j IN SOVIET RUSSIA
You just not simply learn Q learning
Dude, I LOVE the new art! Such a trendy jacket, haha. Also, super extra bonus points for putting drifting into your game despite the troubles you were having, lol. It made the final AI look that much cooler!
...With a little more work on graphics and some new tracks and music... That racing game might actually be really fun to play on its own, haha. Wouldn't exactly be easy to beat the AI in a race, though!
"I'm clean now"
**literally 2 seconds later**
"Shit"
This is the most Code Bullet Code Bullet video
*censors swearing*
RUclips: i sTilL cAn sEe iT REEEEEEEEEEE
Well he didn't censor shit at the beginning but as for me I don't care
@@mahmoudkhaled7964 I don't think anyone cares but he got demonetized still
69 like
@@Nitroprime yeah we might not care but youtube does lol
there's one thing i don't understand. these are thousands of attempts trying to find the best sequence of actions for the robot to complete the track. but what if you change the track? fairly sure the robot wouldn't be able to handle it and you'd have to train it all over again. why not make a track generator and train the AI on a different track every attempt (or perhaps have a set of tracks?) so as to create the "universal" track solver that can solve any new track that it's faced with? cuz in this state, i don't see much point or application of this AI, don't you agree?
Correct: this AI is _very_ good at driving through _this_ track, but will most likely crash and burn on the next one. It's been _overtrained_ . However, given the skills it's picked up along the way, I'm not super sure _how_ much trouble it would have on the next track, as long as the amount of and spacing between the Reward Gates is similar. I'm more interested in the following problem: what if the next track would include a left turn as its first bend. I.e. what if the entire track is left-handed? How would it fare in that situation?
Sounds like a pretty good idea. Also in that case you could progressively train it using one finish line rather than having all those gates by starting with a tiny linear track and progressively making it longer.
@@Shrooblord that is a very good point! i think i saw a similar video by code bullet (maybe it was not him, i don't remember) where the ai learned to play the hardest game ever, and there you could see how the machine had to learn everything from scratch every level
You know, he may know, but majority RUclips viewers don't care
What you are talking about is called over-fitting (and it's pretty much what every leaning AI CB has done up until this :-p). The AI doesn't actually see the track, it just gets a bunch of numbers back from the wall distances. It wouldn't do as well as this on a brand new track as it would encounter corners and configurations it hasn't seen before, but it can reuse the knowledge it has already learned. You could train it on a bunch of tracks and it should, eventually, be able to cope with any track you put it on. Also, the more tracks you train it on, the quicker it will learn to optimise for the current track.
Next Video: _AI learns to rob a bank!_
(AI learns how to avoid a cloaker!)
Ai learns thermal Dynamics and heat syncing missles.