DESTROYING Donkey Kong with AI (Deep Reinforcement Learning)

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Code Bullet

Code Bullet

Рік тому

Go to brilliant.org/CodeBullet/ to get a 30-day free trial + the first 200 people will get 20% off their annual subscription.
Second Channel: / @codebulletsdayoff582
Twitter: / code_bullet
Patreon: / codebullet
Discord: / discord
Art created by @Dachi.art / dachi.art

КОМЕНТАРІ: 5 400
@comradebusman3
@comradebusman3 Рік тому
As a wise man once said: “if your code works perfectly first try, it didn’t, you just haven’t noticed what’s broken yet”
@OneDapperFrog
@OneDapperFrog Рік тому
I have never heard so much wisdom in a single sentence.
@CaspersUniverse
@CaspersUniverse Рік тому
Truly inspiring
@stardragon8585
@stardragon8585 Рік тому
And you probably won't until you start testing the thing you needed it for 3 phases down the line, so it'll take you extra long to find where it is. Also with the collective luck of all people involved, it's a single misplaced negative
@CainXVII
@CainXVII Рік тому
As a wise man once said: we don't talk about the last video
@tristanridley1601
@tristanridley1601 Рік тому
I once coded for 2 weeks without access to testing it, and had it working perfectly in 5 minutes. In my entire career this was my proudest moment.
@theirishninjasanimations
@theirishninjasanimations Рік тому
That whole "Ground? No." bit was painfully accurate to the game dev experience.
@Robyamdam
@Robyamdam Рік тому
this 100%
@alucard4344
@alucard4344 Рік тому
No fucking way 345+ game devs are watching this...
@Quadr44t
@Quadr44t Рік тому
Very relatable to my experience with "gamemaker5&6" in the early 00s. And that program should've made that whole process way easier.... 🤣
@dr_mafarioyt4313
@dr_mafarioyt4313 Рік тому
Collision in general is stupid hard to do from scratch. Unity? Kinda hard. Unreal? Less hard, I guess. Game maker? Still kinda hard. Even in my own custom made game engine, its way easier but…. still kinda hard :| Or maybe Im just really bad as a programmer, who knows
@Eis_
@Eis_ Рік тому
@@syntex3664 Because that's the thing with programming, if you somehow made something work the first time, you should probably visit an exorcist.
@Livingike
@Livingike 6 місяців тому
Now make a Donkey Kong AI that learns the best barrel throwing strategies and pit them against each other for eternity
@dreemurrdelm7865
@dreemurrdelm7865 4 місяці тому
But that was the first version of Donkey Kong he made, it threw infinity barrels.
@legaming4859
@legaming4859 29 днів тому
​@@dreemurrdelm7865 just give the ai a reload time so it can't spam
@meihauf
@meihauf Рік тому
Code Bullet really is the best inspiration. He doesn't hide or gloss over his mistakes and in so doing shows that coding really is a perpetual state of learning through trial and error. And then promptly forgetting everything while we binge our next dopamine fix instead of working. Seriously though, I really appreciate that you include the struggle of being human in your videos. It makes them so much more relatable.
@LlyricDragon
@LlyricDragon Рік тому
There is nothing more terrifying than when code works the first time immediately. How can we know it really works if we don't spend hours fixing the bugs?
@_marshP
@_marshP Рік тому
"The code works flawlessly first try" is what happens to programmers when the world turns upside down.
@JansthcirlU
@JansthcirlU Рік тому
Spoken like a true unit-test averse programmer!
@jimmyhirr5773
@jimmyhirr5773 Рік тому
Learn test-driven development. Then you will be surprised if it doesn't work immediately.
@oblivion_2852
@oblivion_2852 Рік тому
@@jimmyhirr5773 believe it or not. Tests are also written with code. Which can also have bugs!
@MisterPyOne
@MisterPyOne Рік тому
It happened once to me, I tested it like 10 times and it seemed to just work, it was for an assignment and honestly I just took that gift from the gods and it only had to work once more for the tutor to grade me and it did :). Honestly I don't know if I was just lucky it work 11 times in a row or it really actually just really worked first try.
@Dmobley9901
@Dmobley9901 Рік тому
I love how the second AI effectively decides to become a challenge runner by removing the part of it's brain responsible for jumping, just because it could-
@mid-boss6461
@mid-boss6461 Рік тому
Now let's make it do it coinless.
@sketchystreet1
@sketchystreet1 Рік тому
why did you put a -
@Dmobley9901
@Dmobley9901 Рік тому
@@sketchystreet1 Force of habit.
@sketchystreet1
@sketchystreet1 Рік тому
@@Dmobley9901 ok
@texasred8424
@texasred8424 Рік тому
​@@Dmobley9901 youtube commentor moment
@TheAdvertisement
@TheAdvertisement Рік тому
Neat detail I noticed that wasn't brought up. At 2:46 you can see the player square falls all the platform a bit early, when it's only halfway off, which causes it to clip into the floor a bit. This is because the "laser" vector that detects if the floor is there is positioned in the middle of the square, and therefore doesn't detect the ground when the square is only halfway off. This is silently fixed at 2:58, where the square now only falls when it's fully off the platform. As you can see, the lasers are on either side of the square, making sure both have to be off the platform before it falls.
@barni_7762
@barni_7762 11 місяців тому
Calling it a NEAT detail is a little confusing but yeah, I also noticed that
@party1015
@party1015 4 місяці тому
probably neat how they realized it @@barni_7762
@shinami3758
@shinami3758 Рік тому
The jokes and screwing around in the first 4 minutes got you a new sub. The "breath of fresh air" bonus is how you're not afraid to swear and genuinely enjoy what you do even when your code doesn't work.
@UpnaLab
@UpnaLab 7 місяців тому
I do not know. I love codebullet, but this video feels over the top, for me hard to watch, almost cringy, and weaker than usual in the technical part.
@TheKing-fo4xo
@TheKing-fo4xo Рік тому
Every code bullet video is an event that should be treated with utmost respect.
@danielyuan9862
@danielyuan9862 Рік тому
Which is why none existed in 2021.
@oKingsWild
@oKingsWild Рік тому
I can't be the only one getting blackout drunk for these?
@sodakuwun0707
@sodakuwun0707 Рік тому
this guy gets it
@pogchimp793
@pogchimp793 Рік тому
best of code bullet 2021
@collen213
@collen213 Рік тому
best youtuber in 2023
@fizipcfx
@fizipcfx Рік тому
as an Artificial Intelligence Engineer, I can confirm we tickle the balls of the reinforcement learning agents as a reward function. Its one of the best ones out there.
@pw7225
@pw7225 Рік тому
No ML engineer would call himself AI engineer.
@fizipcfx
@fizipcfx Рік тому
@@pw7225 correct, but the name of my university department is "Artificial Intelligence Engineering". i live with people who call themselves prompt engineers, soo who gives a fuck XD
@revimfadli4666
@revimfadli4666 Рік тому
​@@pw7225 so no ML engineer understands set theory? :p
@fizipcfx
@fizipcfx Рік тому
@Repent and believe in Jesus Christ i am just thinkin, that there is a religious programmer out there who uses all the resources he can to influence people on youtube comments without making a youtube video. He releases all these bots here expecting people to let go of their beliefs and follow Christianity. If he could give all this effort into philosophy and science, he would become an atheist
@cewla3348
@cewla3348 Рік тому
@@fizipcfx or an 'alternative scientist'
@primenumberbuster404
@primenumberbuster404 Рік тому
I like how nobody really forgets about the Enigma machine even after 5 years
@nubbyboi6523
@nubbyboi6523 Рік тому
Evan is such a nice guy, always keeps his promises, especially Enigma Machine Part 2
@GooberInternet
@GooberInternet Рік тому
​@@nubbyboi6523 Yeah, he'll probably make it in the next...millennia.
@nubbyboi6523
@nubbyboi6523 Рік тому
@@GooberInternet Better than his normal upload schedule 💀
@puffboifedora6831
@puffboifedora6831 11 місяців тому
@@nubbyboi6523Wait until it’s 2068
@TemmiePlays
@TemmiePlays 10 місяців тому
he already made it, but you need to decrypt his message to get the url
@dynad00d15
@dynad00d15 Рік тому
13:38 Code Bullet is so good at coding, the AI felt necessary to learn speedrunning!
@brobs0463
@brobs0463 Рік тому
Code Bullet is kind of like an A.I himself. In his videos he get slightly more competent over time
@majorhatchback
@majorhatchback Рік тому
Well, we did design them to mimic humans
@masheroz
@masheroz Рік тому
Well, he is training a neural net...
@zacharyz6139
@zacharyz6139 Рік тому
Its called learning over time
@InsanePigeon
@InsanePigeon Рік тому
now he just needs to code in some better jokes
@FuzzyDragooooon
@FuzzyDragooooon Рік тому
This is hilarious 😂
@rpsnider85
@rpsnider85 Рік тому
When you mentioned the jumping, or absolute lack of them doing it in NEAT, I instantly had a vision of you adding points for jumping over barrels and the AI dudes going balls first sailing back and forth over the barrels instead of going to the end. Just racking up massive points for themselves over and over again.
@gabribotha2403
@gabribotha2403 Рік тому
This
@HRIDOYKHAN-he7ss
@HRIDOYKHAN-he7ss Рік тому
@@gabribotha2403 Subscriber place #selimtune
@TopLaHats
@TopLaHats Рік тому
ah, I see that you have done that... Ima kick you in the balls
@josephjoestar953
@josephjoestar953 Рік тому
Who needs a princess when god gives you testi-tickles
@Isaac_kaufman
@Isaac_kaufman 10 місяців тому
I really love when you go into the more technical side of things, and still blending in the comedy. Great video!
@derekfordyce9
@derekfordyce9 11 місяців тому
The Jon Bailey cameo is the crossover I didn't know I needed.
@cositayjack
@cositayjack Рік тому
Code bullet is probably the inner voice every programmer has while working on projects.
@lubraethecat
@lubraethecat Рік тому
As a software developer by profession, Yes. This is precisely how it sounds
@curtiswfranks
@curtiswfranks Рік тому
The swearing is especially accurate. I curse every single entity imaginable, mostly my computer and myself and anyone who dares to message me at the time.
@sjs9698
@sjs9698 Рік тому
esp the little part of him that goes 'hey let's use someone else's code for this'
@GamingProsAdventure
@GamingProsAdventure Рік тому
@@sjs9698 “I’ll ask chatGPT” has also become a voice for me
@tcarrotgaming1639
@tcarrotgaming1639 Рік тому
code bullet is the devil on my shoulder
@SneakyAxe992
@SneakyAxe992 Рік тому
I absolutely love how accurate you show the process of coding, just fail after fail until somehow it works and you’re not really completely sure why but hey it works so it’s all good
@TheLtVoss
@TheLtVoss Рік тому
Well have seen same yt creator's that show failures more regularly and everyone is doing good but CB is the master of this discipline and his very loyal sub show us that
@Tortellia
@Tortellia Рік тому
There’s a Russian anecdote which, in translated form, goes something like this: « Dad, why does the sun go from east to west every day? » « East to west? » « Yes » « Every day? » « Yes » « I don’t know son, but better leave it alone » It’s a stupid anecdote, but one of my favourites when it comes to programming
@skierpage
@skierpage Рік тому
There's test-driven development, where you write a test for everything that should and should not happen, e.g. jumpman jumps at least once per game, and over time more tests pass. It's a lot of work, but the benefit is it will catch regressions; as we see here when Jumpman sometimes flies into the air after Code Bullet thought he'd fixed gravity issues.
@nikolaoslibero
@nikolaoslibero Рік тому
@@skierpage I'd love to be able to apply TDD to game development, but the number of states and the non-deterministic means of reaching those states most games have means that you end up with very, very low coverage of the code base and/or end up pointlessly testing third party code. I've seen fat too many "tutorials" where the speaker just tests engine code
@bend.n
@bend.n Рік тому
and then it suddenly doesnt
@IamTheDrakarlord
@IamTheDrakarlord 10 місяців тому
you're amazing dude, honestly your content is so relaxing to watch cause the ammount of work you have to put on, so we can just watch and relaxed like it was nothing,
@Da1Krysez
@Da1Krysez 7 місяців тому
You have no idea how big my smile is! To some how just stumble onto what will now be my favorite channel?! An amazing feel. An almost AI generated feel, cause it's unreal! ....Carry on!
@aidenwalmer
@aidenwalmer Рік тому
Despite your hatred of explaining, you did an amazing job defining and explaining each AI algorithm…while not simultaneously putting me asleep in the process. Great video and always very entertaining! 🔥
@evanedgar8698
@evanedgar8698 Рік тому
I agree, I leanred more from code bullet than high school
@Deadplay945
@Deadplay945 Рік тому
He first learnt the whole AI thing and then went for the 2d sprites. This man is on another level.
@jebclang9403
@jebclang9403 Рік тому
@@HRIDOYKHAN-he7ss What? Can you do English?
@sjs9698
@sjs9698 Рік тому
@@jebclang9403 hey so what if they can't? don't be mean - this is one of the few chanels on yt where the comments aren't lethally toxic.
@aberema7949
@aberema7949 Рік тому
The amount of effort that you have kept in a single video.... Dude honestly if you would have kept like more 10 sponsors i would have happily sat and watched all of them till the end I don't think i can code a even 10% of what you did in a few months Really amazing video man Great work...
@boomgarden8826
@boomgarden8826 Рік тому
Love the technical descriptions! Please do more :)
@xanderwhitt9580
@xanderwhitt9580 Рік тому
Less than a minute in and he's already killing clones, and he's also learned and used a silenced gun too, this is definitely gonna be good
@hayond656
@hayond656 Рік тому
Imagine a Code Bullet Bingo with those stuff lol
@xanderwhitt9580
@xanderwhitt9580 Рік тому
@@hayond656 dear God that would be hilarious
@Ari-8449
@Ari-8449 Рік тому
13:54 it was short lived
@RomanQrr
@RomanQrr Рік тому
PPO is basically strapping the AI to an N-dimensional sled and punting it down the N-dimensional hill. You need to choose how big a sled to use, how much momentum to conserve, and even how the hill looks like. And in the end when you think you reached the bottom and looking for an N-dimensional cable car to take you up for more you find out that you are in a shallow N-dimensional depression somewhere half way down the N dimensional hill. Where N is the amount of weights you are using.
@MaxLennon
@MaxLennon Рік тому
That's just gradient descent mostly, not really specific to PPO
@maartenbeute6742
@maartenbeute6742 Рік тому
I love 150 dimensional sleds on 150 dimensional hills, but it seems like a pretty good anecdote
@maartenbeute6742
@maartenbeute6742 Рік тому
@@MaxLennon but the gradient descent is used to find the most optimal values for a neutral netwerk
@MaxLennon
@MaxLennon Рік тому
@@maartenbeute6742 yes but PPO is a specific algorithm describing how to leverage a neural network (actually two neural networks), so just describing how to fit the parameters of any model doesn't tell people very much. The method above could also be given as a description for how to do linear regression, for example. Or image classification. Or basically any machine learning task.
@MaxLennon
@MaxLennon Рік тому
@@maartenbeute6742 If you want to see how an explanation of the actual algorithm would look, this link should take you to my other comment where I explained it: ukposts.info/have/v-deo/p6Z6raGan6GIln0.html&lc=UgxFRqioM8iaM4rJvs54AaABAg
@Sniperboy5551
@Sniperboy5551 Рік тому
This video totally reminds me of the days I’ve spent coding shitty little games back in my teens. I subbed for the nostalgia factor alone, I can relate to having a million bugs with no clue what I’m doing wrong. The trial and error is just a part of the fun!
@absolutebastardhours4404
@absolutebastardhours4404 11 місяців тому
I especially like how the barrels rotate the opposite way that they are going. Great stuff.
@kleptotrichy
@kleptotrichy Рік тому
The square refusing to fall off after crossing the ledge unless it "looked down" was some real looney tunes stuff haha
@kelleroid
@kelleroid Рік тому
I couldn't believe a coding channel with nearly 3M subscribers has to deal with the exact same shit as I did when I was really into Game Maker in my free teenager time
@sebastianredden7577
@sebastianredden7577 Рік тому
@@kelleroid are you new to this channel?
@kelleroid
@kelleroid Рік тому
@@sebastianredden7577 Nope, just finally saw a moment I could very strongly relate to
@HRIDOYKHAN-he7ss
@HRIDOYKHAN-he7ss Рік тому
Subscriber place #selimtune
@karakson
@karakson 11 місяців тому
I like even more this video than your previous ones thank to your explanations! Thank you for the high quality content!
@ricardogonzalezcastillo6932
@ricardogonzalezcastillo6932 Рік тому
Loved this video and how you show each improved AI that you did. A different that I would tried for the reward function is to also incentivize finishing the game faster, I believe that this way it could have stopped the climbing down behavior and probably change a bit the behavior
@wykipedia4199
@wykipedia4199 Рік тому
Code bullet explains his coding better than my lecturers does and that’s saying something
@josephrhodes1948
@josephrhodes1948 Рік тому
he takes your understanding of it seriously.
@aidanb7782
@aidanb7782 Рік тому
it's the dick jokes, they help
@wykipedia4199
@wykipedia4199 Рік тому
@@aidanb7782dick jokes explain more than any PowerPoint slide could
@perpetualcollapse
@perpetualcollapse Рік тому
@@aidanb7782 Like 22:02 lol
@Secretlycat31
@Secretlycat31 Рік тому
Well he is paid to so makes sense. Oh wait…
@kiteal1
@kiteal1 Рік тому
You mentioned the RNG involved with the barrels, but fun fact about the OG donkey kong. Whether a barrel goes down a ladder or not is based on where the player is and what direction they are facing so you can actually control when the barrels go down ladders, which would have been cool to see how the AI learns to manipulate it Also a huge pain in the ass to code so who knows if it would have been worth it
@trim7911
@trim7911 Рік тому
Also would have been interesting to see how the AI would coupe with a four way joystick. You can't turn and travel on ladders. But that's beyond the scope CB is at ... For now.
@alaeriia01
@alaeriia01 Рік тому
​@@trim7911 the AI can use an 8 way joystick if it's Billy Mitchell.
@rstewa35
@rstewa35 Рік тому
@@alaeriia01 lmao
@pssnyder
@pssnyder 8 місяців тому
Just found your channel. I love the animated commentary, this is amazing.
@freescape08
@freescape08 Рік тому
I appreciate your recognizing the last video. I thought for a moment that I somehow missed it, but then you reminded me that I just left partway through. Yeah, that was a mistake. Glad you're back, and glad to hear about another channel!
@stoopidapples1596
@stoopidapples1596 Рік тому
I love how you somehow have the most inconsistent upload schedule, it takes you hundreds of attempts just to get code right per episode, and yet somehow you also have 2.7 million subscribers. Congratz!
@heavenstone3503
@heavenstone3503 Рік тому
It's fare to say he got these subs when he was more regular
@queenofpups
@queenofpups Рік тому
​@@heavenstone3503was he ever really regular though? Even when he was posting more often the upload schedule was still pretty erratic
@HRIDOYKHAN-he7ss
@HRIDOYKHAN-he7ss Рік тому
Subscriber place #selimtune
@EverTheFractal
@EverTheFractal Рік тому
​@Heavenstone long time subscriber, he's never been consistent. He's always had the charm though!
@ki11er24
@ki11er24 Рік тому
@@heavenstone3503 cough enigma machine part 2
@richardgozinya1435
@richardgozinya1435 Рік тому
one of the best things about these is when your AI finds out a trick to your programming and starts exploiting you. funny as hell
@missionpupa
@missionpupa 10 місяців тому
Is it exploiting or failure to limit parameters? I mean the Ai just does what you asked it to do, it has no concept of cheating or exploitation.
@_select
@_select 10 місяців тому
@@missionpupaexploiting.
@Grebogoborp
@Grebogoborp 9 місяців тому
@@missionpupaI mean the overwatch 2 AIs will walk through walls sometimes because they have found pixel wide gaps and can spam input movement commands every tick so they can just kinda clip through the walls then shoot you from under the map it’s not really a failure of parameters as much as a failure to block exploits
@NonsensicalSpudz
@NonsensicalSpudz 8 місяців тому
@@Grebogoborp wait what
@Grebogoborp
@Grebogoborp 8 місяців тому
@@NonsensicalSpudz flats has a video on it you should look it up it’s hilarious
@drputman8347
@drputman8347 Рік тому
Absolutely love everything about this channel. Always my first watch on my binges
@crysthiangonzalezfuentes7181
@crysthiangonzalezfuentes7181 Рік тому
One of your inputs should have been the rate of barrel spawn since it is something predictable by players after all. This way they would never die in the barrel spawn point. Great video by the way :)
@mairder6773
@mairder6773 Рік тому
I was half expecting your "AI learns to run" videos to be the only two videos in one year. Good for you to have another one. And us.
@sonicexer1856
@sonicexer1856 Рік тому
DONKEY KONG? You surprise us with the most varied yet entertaining video games to let an AI learn. Thank you
@minkmiau
@minkmiau Рік тому
I didn't expect him to make a donkey kong AI tbh.
@danielmessick288
@danielmessick288 Рік тому
I wished he'd post more but I know just how long it takes to code cuz I was in a coding class and all that but I 100% respect all the work he puts into every video keep up all the good work man :)
@Bambi_Star
@Bambi_Star 7 місяців тому
I just subscribed, I love your commentary. I needed this
@bluepaperclip_
@bluepaperclip_ Рік тому
As much as CodeBullet struggled, it was still impressive once he started driving over those ramps with relative ease near the end. Couldn't ask for better entertainment. The part where he made an AI was cool too.
@shinysilverstardust
@shinysilverstardust Рік тому
CodeBullet still having to watch tutorials on the most simple thing start to become more relatable the further I get in my software studies
@band1421
@band1421 10 місяців тому
The amount of work you put into these videos is insane. Keep it up bro, i hope we will see more from you in the future
@sergiohernandez72
@sergiohernandez72 Рік тому
Hello code bullet! I just remembered your channel exists! I used to watch your content a lot, glad to see your still making amazing stuff!
@Solesteam
@Solesteam Рік тому
Codebullet getting scared of something working properly was hilarious.
@AROAH
@AROAH Рік тому
I love the extremely 2020’s approach of using raycasting for floor detection. The original Donkey Kong programmer would have lost their mind. 😂
@WingMaster562
@WingMaster562 Рік тому
I too lost my mind for a bit
@MythicTF2
@MythicTF2 Рік тому
@@WingMaster562 same tbh, I was just sitting here thinking "Wouldn't just a simple AABB collision algorithm be better?" but hey, he makes games on youtube for a living so he probably knows whats best
@treeck3724
@treeck3724 Рік тому
​@@MythicTF2 trust him, he doesn't
@teachersammy7423
@teachersammy7423 Рік тому
@@treeck3724 such an unwieldy way to code, it's fun to watch though
@Indian0Lore
@Indian0Lore Рік тому
What’s wrong with Ray casting?
@bloofrozenmonkyes5698
@bloofrozenmonkyes5698 11 місяців тому
As someone who who had to make a platformer from scratch in Java I understand how hard the first part was
@apu_apustaja
@apu_apustaja Місяць тому
@21:29 Yes, the small hats are definitely a sign of trouble. Actually a lot of people seem to be noticing this these days.
@beepbop6697
@beepbop6697 Рік тому
I'm quite impressed with the second algorithm (NEAT). That algo figured out to ignore a couple of the inputs, generated a tiny net with only 3 nodes across two hidden layers, and was beating the level without hitting the jump button. Say what you will but I'm more impressed with that than the last algorithm. Awesome video!
@LutzHerting
@LutzHerting Рік тому
Yeah, NEAT is pretty neat... (*groan*) One problem with it is that it often throws away good solutions because the mutation can often be quite aggressive and throw out long-term positive traits for short-term gains. That said: This is literally how real-world genetic evolution works too. So for this algorithm, it pays #1 to have bigger population sizes, #2 to be careful about your mutation rate, and #3 to give it enough time to run. In all experiments I did with it, it often reaches a plateau where not much happens for many generations, but after a long time, it suddenly starts improving again. I'm pretty sure it has to do with the "species" system it uses: Often, one species is so good at what it does, that even "geniuses" in other species don't have enough impact to lift their otherwise mediocre species above the king of the hill species. This can lead to situations, where species with the potential to become the new best species die out before ever getting the chance to reach their full potential. So, like I said: It works just like natural genetic evolution... A species doesn't automatically survive just because it is fitter. There also have to be the right set of random circumstances to allow them to succeed. P.S.: One interesting experiment you can do with NEAT is to have to mutation rate ALSO me a trait that can be mutated. That leads to some low-mutation species that keep SLOWLY improving their positive traits and several high-mutation species that keep trying out random stuff. This stops a typical problem in machine learning: The algorithm settling in a "just-good-enough" plateau instead of keeping to improve in the hopes of finding an "even better" plateau further down the line.
@austinsiu2351
@austinsiu2351 Рік тому
@@LutzHerting this can be a video on its own. Or even a blog post series
@sjs9698
@sjs9698 Рік тому
@@LutzHerting 's also a interesting plan to use a shifting fitness function, or an array of 'em ^^
@Mosethyoth
@Mosethyoth Рік тому
@beepbop that feels so much like how some gamers I watched approach the original Dark Souls. They get taught the mechanics, receive a shield and never do anything besides blocking and hitting back. It works, you can play the whole game with that strategy. But it is most of the time a very insufficient strategy.
@TheKz262
@TheKz262 Рік тому
22:05 That caught me off guard and now my face hurts from laughing
@frozenwolf9576
@frozenwolf9576 Рік тому
Hilarious 😂
@AbhishekSinghSambyal
@AbhishekSinghSambyal Місяць тому
Music in between methods like NEAT, PPO is epic. Love your videos.
@MassacreDLO
@MassacreDLO 10 місяців тому
Bro ur video are so good 21:05 ur humor voice editing alll perfect
@jaesjmes5498
@jaesjmes5498 Рік тому
MUM, CODE BULLET JUST DROPPED ANOTHER VIDEOOOO!!! woo
@MrMelonsz
@MrMelonsz Рік тому
WHOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO OOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO OOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO OOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO OOOOOOOOOOOO OOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO OOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO OOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO
@tomohawk2177
@tomohawk2177 Рік тому
Correct spelling of mum 👍
@Potatoking1
@Potatoking1 Рік тому
@@hmm_-. anti lgbtq? Just asking bc your name
@dooplets._.5776
@dooplets._.5776 Рік тому
I thought you said "noo" lmao
@hmm_-.
@hmm_-. Рік тому
@@Potatoking1 always and always
@Smitology
@Smitology Рік тому
There's a certain irony in Code Bullet disliking an AI's explanation of AI techniques and preferring his own human explanation
@yoface2537
@yoface2537 5 місяців тому
Life: gravity pushes you against the surface below you Code: gravity shuts off if you're touching the ground
@aaronmejia6952
@aaronmejia6952 Рік тому
the rage i felt at 18:32 was unfathomable when i heard that music, i have to hear it in ads and i want to scream but it is the sacrifice i must make to watch the video
@ImminDragon
@ImminDragon Рік тому
Next time you want ChatGPT to explain something, ask it to explain it in the style of Code Bullet. I really want to see you react to it trying to imitate you. I checked, and it absolutely knows about you.
@valovanonym
@valovanonym Рік тому
That's genius, I need to try it now
@baptistebauer99
@baptistebauer99 Рік тому
This is honestly one of the best, if not the best Code Bullet video there is. It was an absolute blast to watch
@fromthegamethrone
@fromthegamethrone Рік тому
My favourite is the Tetris video
@MrDeerbomb
@MrDeerbomb Рік тому
Yeah so funny ong
@rafges3182
@rafges3182 5 місяців тому
I legit love your sense of humor I’m dying every time I watch you since I was younger
@WH40ktyranids
@WH40ktyranids Рік тому
The fact that he has the Honest Trailers epic voice guy read the AI explanation made it so much better.
@zorglub667
@zorglub667 Рік тому
Was that a cameo or some text to speech generator we should all be aware of? 😄
@scottgatchell5049
@scottgatchell5049 Рік тому
​@@zorglub667 just what I was thinking.... HonestGPT
@DanieleGiorgino
@DanieleGiorgino Рік тому
Took me a second to notice it was AI generated.
@zorglub667
@zorglub667 Рік тому
@@DanieleGiorgino but how? If there's an epic voice guy AI generator, I must know 😄
@DanieleGiorgino
@DanieleGiorgino Рік тому
@@zorglub667 there are ais where you feed it a few minutes of voice and it can recreate it pretty well
@tennysonh1532
@tennysonh1532 7 місяців тому
The slapstick comedy element of code bullet videos are the best. Watching the red box just keep falling through the ground or ascend to heaven when going up a ladder was so funny.
@AB-we9dh
@AB-we9dh Рік тому
Instead of fixing the ladder glitch in PPO algo Code Bullet punishing the AI for falling off is such a good parent move
@keyb
@keyb Рік тому
I actually really like how you explained everything! Most of the time when a youtuber makes “AI plays X” or “AI learns to Y” They don’t explain in more detail how they did it, or they skip over a lot of the crucial information when it comes to it. Thanks for going the extra mile and actually going into things, even if only a little bit.
@adfinder5791
@adfinder5791 Рік тому
we love code bullet
@efulmer8675
@efulmer8675 Рік тому
Code Bullet actually shoots the relevant knowledge into your brain. Hence the name.
@steviousmusic
@steviousmusic Рік тому
"So as to how this thing works, -- your guess is as good as mine, I have no f*cking idea but at least it works"
@EvykhaitsSchmurf-tg7ge
@EvykhaitsSchmurf-tg7ge Рік тому
"skip over a lot of crucial information" that precisely describes his explanation. No critique towards him, explaining that shit takes ages and I understand why he doesn't do it (it would also be boring af), but he doesn't explain it well.
@draketurtle4169
@draketurtle4169 7 місяців тому
@@EvykhaitsSchmurf-tg7gehe doesn’t explain it well or in depth to every kind of code… he explains to us neruron activation monkeys in a way we will understand and at a level deep enough to explain some nugget of inform without boring us.
@Jortpower2009-ev8io
@Jortpower2009-ev8io 7 місяців тому
0:36 so it needs the code bullet treatment
@walaxometrobixinodrink1727
@walaxometrobixinodrink1727 10 днів тому
why was the can it go right ??? "goes right" YES can it go left ? "goes right" CLOSE ENOUGH bit so funny
@walaxometrobixinodrink1727
@walaxometrobixinodrink1727 10 днів тому
forget about that, the dark souls drop at 6:30 was infinitely funnier
@wolfwing5602
@wolfwing5602 Рік тому
The chaotic energy in these videos just keeps growing and I'm absolutely on board.
@shanggosteen9804
@shanggosteen9804 Рік тому
Honestly, the whole part of debugging the gameplay and code was the most accurate representation of game development.
@tfairfield42
@tfairfield42 Рік тому
This guy narrates like a tenured professor and I am all for it
@vasco407
@vasco407 4 місяці тому
its pretty fun to see so many lil dudes race at the same time. like an online donkey kong. would be fun for a bet game too
@raffel08108
@raffel08108 Рік тому
I always love seeing timelapeses of bug fixing in videos where someone shows themselves coding - Being a java developer myself, I can truly appreciate that :P
@adamantii
@adamantii Рік тому
I love watching a successful programming channel that doesn't understand letters with hats on them either just like me! So quirky and relatable
@aaronarmstrong406
@aaronarmstrong406 Рік тому
Bruh. I love it. Your struggle is all of our struggle. You lay it bare and give us human. I love you.
@azizsampson138
@azizsampson138 9 місяців тому
You cracked the code on being an entertaining programmer! Honestly funny asf
@mutiny1953
@mutiny1953 Рік тому
I love the chaos of the process. It really gives you a sense of how many times it truly takes programmers to get stuff done 😂
@Nightstick24
@Nightstick24 Рік тому
24:15 There's a sentiment I can get behind! Instead of fixing the bugs, teach the AI to avoid them at all costs! Lol, this was an interesting video, thanks for comparing the three, I liked how you mentioned the strengths and weaknesses of them and how it's more like a "pick the best tool for the job" than it is "this one is the best".
@banishedpest115
@banishedpest115 Рік тому
Code bullet: *becomes game dev* Playerbase: *finds bug in game* Code bullet: “Where’s my ban hammer?”
@EEEEEEEE
@EEEEEEEE Рік тому
E
@madgaming6667
@madgaming6667 11 місяців тому
Instead of paying money to fix the hole in the floor teach the baby not to fall in it
@Interstellar590
@Interstellar590 20 днів тому
you were just a UKpostsr on my recommended but have now become my favorite because of the "let ai that bish" part
@allenwilliquette1841
@allenwilliquette1841 11 місяців тому
This was the most entertaining coding video I've ever watched. Definitely subscribing!
@mellalith4493
@mellalith4493 Рік тому
This man has the most elite upload schedule 😂
@thomask2133
@thomask2133 Рік тому
it took me the same time it took him to upload 15 of his videos (provided he doesn't upload for two months... which is guaranteed) to get a cs deegree
@76Arfa
@76Arfa Рік тому
@@thomask2133 provided you actually get the degree 😏
@Chevifier
@Chevifier Рік тому
13:33 The AI finding a glitch and taking advantage of it is freaking awesome 🤣
@Alucard-gt1zf
@Alucard-gt1zf Рік тому
Even spiffing brit isn't safe from ai
@nubbyboi6523
@nubbyboi6523 Рік тому
@@Alucard-gt1zf The Genetic Algorithm is a perfectly balanced game with no exploits
@appledognugget2267
@appledognugget2267 Місяць тому
I love how you can tell that even still is just traced. It’s truly the perfect evolution of content
@losthalo428
@losthalo428 5 місяців тому
As someone who’s starting to learn ai and ml I must say, you’re the coolest person I’ve seen on youtube. Fun and informative content, S-tier shit
@samihamchev9528
@samihamchev9528 Рік тому
As a person who has no idea how to code, I can say that your videos are very entertaining
@LutzHerting
@LutzHerting Рік тому
NEAT is pretty neat... (*groan*) One problem with it is that it often throws away good solutions because the mutation can often be quite aggressive and throw out long-term positive traits for short-term gains. That said: This is literally how real-world genetic evolution works too. So for this algorithm, it pays #1 to have bigger population sizes, #2 to be careful about your mutation rate, and #3 to give it enough time to run. In all experiments I did with it, it often reaches a plateau where not much happens for many generations, but after a long time, it suddenly starts improving again. I'm pretty sure it has to do with the "species" system it uses: Often, one species is so good at what it does, that even "geniuses" in other species don't have enough impact to lift their otherwise mediocre species above the king of the hill species. This can lead to situations, where species with the potential to become the new best species die out before ever getting the chance to reach their full potential. So, like I said: It works just like natural genetic evolution... A species doesn't automatically survive just because it is fitter. There also have to be the right set of random circumstances to allow them to succeed. P.S.: One interesting experiment you can do with NEAT is to have to mutation rate ALSO me a trait that can be mutated. That leads to some low-mutation species that keep SLOWLY improving their positive traits and several high-mutation species that keep trying out random stuff. This stops a typical problem in machine learning: The algorithm settling in a "just-good-enough" plateau instead of keeping to improve in the hopes of finding an "even better" plateau further down the line.
@ThePoodle
@ThePoodle Рік тому
hamburger
@justaguycalledjosh
@justaguycalledjosh Рік тому
It's nice to know that even simulated evolution suffers carcination.
@zyxwv
@zyxwv Рік тому
hamburger
@zyxwv
@zyxwv Рік тому
@@CalvinArt nft pfp lookin mf
@alessioplt8786
@alessioplt8786 Рік тому
you can implement speciation to fix the "aggressive" problem
@grantclark4139
@grantclark4139 Рік тому
I loved hearing the technical details, muoooree!
@laurin4237
@laurin4237 Рік тому
Love your videos, had quite a few good laughs. Especially when you put the gta v gameplay in the top right 😂
@SpremeCalami
@SpremeCalami Рік тому
12:45 thank god for the car video, I lost interest 0.0000004 seconds into the timelapse and I really needed it to help with focus
@DarcyRyder2010
@DarcyRyder2010 Рік тому
I like the balance between random entertainment and coding/AI a lot more in this video than the last. Always love the uploads!
@MnatsakanMatSharafyan
@MnatsakanMatSharafyan 11 місяців тому
I like your content a lot and watched it with Saima Chrome extension and save c. 12 min. Great Combination. Thanks a lot!
@deven-williamslabrecque8527
@deven-williamslabrecque8527 Рік тому
6:25 Is literally a horror movie
@securitycheesehostage7542
@securitycheesehostage7542 Рік тому
18:22 where's our car??????????? my gen z brain cant function without gtav gameplay covering half of the screen D:
@lix2146
@lix2146 Рік тому
Code Bullet always delivers!!! Also for me, I loved the explanations and the glimpse behind the scenes. I know if the video gets too technical viewer retention kind of takes a hit, but this time, I thought there was a healthy amount of "nerd-talk". Ty!
@Endless-River
@Endless-River 8 місяців тому
That save in that GTA downhill ramp clip was amazing.
@johnnewman672
@johnnewman672 Рік тому
Also another trick for eliminating the issue of them chilling in the corner is to create an invisible vertical wall (like the platforms) right at the closest to where the barrel would be right after being thrown
@zeldaplayergl11
@zeldaplayergl11 Рік тому
Honestly... I love your editing style and your content. I continue to admire your effort and sacrifice!
@Syvtek
@Syvtek Рік тому
Your video editing gets better and better with time. I believe this one is the best so far for various reasons. Just want to say I recognize and appreciate your efforts. Well done.
@revimfadli4666
@revimfadli4666 Рік тому
The ✨animations✨
@Syvtek
@Syvtek Рік тому
@@revimfadli4666 The animations were great, but it's other little things that have improved as well. The Dialogue, the tempo,, The video overall feels more cohesive while retaining all of the wonderful chaotic energy of previous vids.
@3knucklesdeepgaming102
@3knucklesdeepgaming102 17 днів тому
man cool to see someone using unity haven't messed with c# in a while been learning c++
@craigsparton
@craigsparton Рік тому
Best moment is at 11:32 when one of the first generation Mario dudes becomes Neo and flies off the screen. "I'm out bitches!"
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