This 8 minute video took over 100 hours to make! Everything in the video (except for the music) was created entirely by me using Unity, so please, like and subscribe!:D If you're interested in training your own AI like Albert but don't know how, there's now a really easy way to do it! Luda, an AI lab, recently built a web app that allows you to create and train your own AI using deep reinforcement learning (just like Albert) completely for free in your browser! You build your own character (called a Mel) with lego-like building blocks then watch it train in real-time on their website in just a few minutes (really). It's an awesome project, and just like my videos, makes deep reinforcement learning so much more accessible, which is why I love it so much. This section of the comment is sponsored by Luda, but these words are entirely my own, it's an amazing project that I would have been obsessed with had they released it before I built Albert. I've genuinely been looking for a sandbox/game exactly like this since I was a kid. They're still early, but they're giving my audience first access to their closed, pre-alpha build. Make sure you check out their site and create an AI agent for yourself!:D prealpha.mels.ai Now, back to Albert: Time it Took to Train: Room 1: 10 minutes Room 2: 20 minutes Room 3: 29 minutes Room 4: 48 minutes Room 5: 5 hours 42 minutes Total Training Time: 7 hours 29 minutes *NOTE* You only see one Albert in the video, but there are actually around 50-100 copies of Albert and the room he's in behind the camera training simultaneously. This makes it so instead of me needing to go through 500 hours of footage to edit the video, I only need to go through 7. Albert was trained using reinforcement learning, meaning he was rewarded for doing things correctly (like hitting a pressure plate), and punished for doing them incorrectly (like falling off the platform or hitting a wall/obstacle). After Albert finishes each attempt, the actions he took are analyzed and the weights in the neural network (Albert's brain) are adjusted using PPO (proximal policy optimization) to prioritize the actions that lead to a positive outcome, and to avoid the actions that lead to a negative outcome. All of Albert's inputs is his 'vision', which comes from raycasts. There are a total of 21 raycasts, 7 looking down, 7 looking straight ahead and 7 above his head, all with a maximum FOV of 70 degrees to try to mimic our own vision. Each of these raycasts is responsible for 2 inputs for Albert's neural network; the distance to an object (if any), and the type of object it is (pressure plate, obstacle, ground). I also stacked Albert's vision 6 times so he can have some sort of short term memory, he can find a pressure plate in the room then take actions to get towards it even if it's no longer visible (for a little bit). If you're still reading this, you're probably really smart and want to learn more about Albert, so make sure to join my discord server I just made where we can talk more about the details of Albert's AI! discord.gg/jM2WkNuBnG :) In the first room Albert starts off randomly making moves until he accidentally hits the pressure plate to open the door, giving him a reward. This reward made the neural network controlling his actions update to try to replicate that outcome, and this continued with each pressure plate until Albert opened the door and was able to walk (on an invisible pressure plate) in the next room. Once Albert got into the next room, the same process was repeated, continuing with the same neural network that let Albert escape the previous room. For people who think I faked this: It would probably take me longer to fake this than it would to just do it for real, I used Unity's ML-Agents toolkit to make it easy, though I have experimented before with doing everything from scratch (poorly). The reason this AI is a lot smoother than others you've probably seen is because I only allow the AI to make a decision every 10 academy steps (game ticks), so when it starts to turn for example, it's forced to keep turning that way for 10 ticks. I did this because I don't like how jittery the AI looks when you let it make decisions every tick. Also, you only see one AI in the video, but behind the camera there are roughly 50-100 copies of Albert and the room he's in that train simultaneously to speed up the training process. The reason I opted for this over having them all train in the same room is because I wanted to be able to follow a single character for the sake of the video. Albert uses the same neural network the entire time, all you need to do is add "--resume" to the end of the command when training in Unity to have it continue using the same brain. Unity's ML-Agents makes AI quite easy! We're looking to hire people to help make these videos! If you're a talented Unity game developer you can apply for a full time position here forms.gle/ko54z1LQmZNUT9Vp8 And if you're a talented AI developer (ML-Agents), you can apply here! forms.gle/Uou1Vwb5Q9VccaAY7 We're looking for full time employees, but part time works too, what we're really looking for are skilled and passionate people, so feel free to apply if you're interested! :D If you have other ideas for what I should make Albert learn how to do, please let me know!:D

@mothgyaru3158

Жыл бұрын

Dude this is insane, it’s amazing! Do you think you could try and teach Albert some other puzzles, like where he has to push something into another thing or go through a maze? You’re a madlad for this

@thatguy-uc1hy

Жыл бұрын

Great video! But now make a dark Albert that gets rewarded for stopping Albert 😈, idk if that's possible just a off the top idea have a great day though!

@LuaTech

Жыл бұрын

This is awesome! I can't wait to see more!

@aesthetictea5875

Жыл бұрын

This would be an amazing game! Custom rooms to challenge your own little AI, maybe even customizable Albert!!!

@wookie6103

Жыл бұрын

Im confused. I found another channel with the name called AI Rooms, with the same video as this but published a week sooner. Are both channels owned by you?

The fact that he would do 180s and 360s whenever possible makes me happy

@petemagnuson7357

Жыл бұрын

It looks like that's actually necessary, he can only "see" what's in front of him, so spinning and rembering where the target is helps

@Oscky2013

Жыл бұрын

He wont do 180s, but he can.

@Darksiege357

Жыл бұрын

In the description it also says that he's only allowed to make a decision every 10 game ticks, so if he starts spinning, he can't stop spinning for 10 ticks, and by then he usually a decision to do something else rather than to stop

@holl7w

Жыл бұрын

@@petemagnuson7357 That or either it accidently spins and does the jump succesfully and remembers from past generations that spinning is the key to success.

@xxphoenixx8398

Жыл бұрын

THE LITTLE "WIGGLING" HE DOES BEFORE TAKING A BIG JUMP MAKES ME HUMANIZE HIM TOO MUCH FOR MY OWN GOOD

Sometimes he simply looks like he's celebrating without knowing what else he needs to do and I love it

@flyingstonemon3564

Жыл бұрын

Same, Albert's little pure jump at the end of room 2 is cute

@NotTotally

Жыл бұрын

4:49 Albert takes the easy way out

@goatmapper

Жыл бұрын

@@NotTotally Suicide

@acheese1218

Жыл бұрын

i love cheese i hope albert does too

@CarnivalClowm

Жыл бұрын

@@acheese1218 albert seems like he would like cheese. He looks kinda like a block of cheddar with googly eyes

I like how in Room 3, as soon as Albert figured out he needed to jump two times to clear the room, he decided that jumping as much as possible was the best strategy for everything.

@Annie.s_Galaxy_404

Ай бұрын

the fact that Albert jumps off the edge whenever he's extremely stuck on something is just oh my god

Albert confidently jumping off the platform to what I can only assume is the sweet release of death really speaks to me.

At 4:50, Albert taught us a valuable lesson in problem solving. Thanks Albert!

@justanother1136

Жыл бұрын

Albert: Spends 5 seconds trying to figure out the puzzle, "Guess I'll die!"

@whoismarkk

Жыл бұрын

when things aren't going your way don't play

@nosu5530

Жыл бұрын

"If fighting is sure the result to lose, don't fight" -Sun Tzu

@richardpureveen6040

Жыл бұрын

Same as on 3:50

@Deathwish026

Жыл бұрын

@mayte dont learn it yet

Albert just casually jumping on the same spot after succeeding just shows how natural this is. Made me happy for him

@Anti-HyperLink

Жыл бұрын

He's not alive.

@grapeleopard6809

Жыл бұрын

I love this comment

@DweeD1516

Жыл бұрын

Not how that works with AI lol

@sirius-ct1kb

Жыл бұрын

He doesn’t feel excitement so no.

@Mr0_0Gaming

Жыл бұрын

@@sirius-ct1kb AI can feel emotion (If it advance enough to understand emotion)

This seemed like a beautiful mix of Stanley Parable and Portal. The narrator is trying to help Albert to do what he's intended for, but gets mad when he can't. In the end, the narrator reveals that he has more plans for Albert than just a "cake". Incredible work. See you soon, Albert!

I love when he jumps off a platform, he spins like he's doing a 360 noscope, I know he's probably just trying to turn midair so he can keep going straight when he lands without wasting time to turn or just trying to check the entire room while he's high up but I just find it so humanizing lmao

I love how Albert learned little mannerisms throughout the video, like doing 360 spin jumps or his little shimmy before jumping on platforms.

@RightBoyKA-POW

Жыл бұрын

Yeah 😂

@vanitum9172

Жыл бұрын

If he is programmed to only see forward doing a 360 spin allows him to get more information while jumping angles from above. I love how it learned that by itself

@theKbott

Жыл бұрын

@@vanitum9172 Pretty sure that's not how that works. You see him jump backwards multiple times during the video. He can see everything, he just probably did a spin the first time he did something right, which meant the AI nodes now associated spinning with jumping.

@jinsakai5749

Жыл бұрын

@@theKbott no, look at the pinned comment from the Creator, he said the vision of Albert is a mimic to our vision, with 70 FOV

@theKbott

Жыл бұрын

@@jinsakai5749 Sorry. Didn't see that. You're right :)

I love how the ai develops some "superstitions" such as that shimmy before the first jump on the final room, or the 2 standing jumps before going for the last pillar

@omarenriquez6094

Жыл бұрын

i think the shimmy is him correcting himself so he doesnt hit the wall in a way that puts him on his side

@ExhiledGod2

Жыл бұрын

Quite human, though.

@brutalbunny

Жыл бұрын

like a cat buttwiggle before pouncing

@rekttangela2262

Жыл бұрын

I think he can only jump backwards or forwards so the two standing jumps were just him spinning and waiting until either his back or face was facing the last pillar, still amusing that he thinks he needs to jump in order to turn though

@mage3690

Жыл бұрын

@@rekttangela2262 oh yeah, that's definitely a "superstition" as well. He learned the hard lesson that "thou shalt not use regular movement keys whilst standing on an elevated platform without jumping, lest thou falleth over and get stuck" and over-applied it to turning as well as actually moving.

7:45 Can we appreciate that Albert learned to use the kind of setup you’d see in a speedrun to line up that jump? Jumping twice while spinning and then jumping backwards is a lot less to keep track of than manually lining it up.

your editing and design are *fantastic*. every little joke and characterisation has me smiling, laughing and cheering for albert. i am feeling lots of good emotions about a simulated cube, and it's all thanks to the exit arrows, the lil eyes, the music cuts..

@kidmicchildburger1467

5 ай бұрын

the ending..

I love how occasionally Albert will just start jumping and doing 360s in place when he does something good, I know it’s just a quirk of the AI but it feels like he is celebrating his victory

@13Percent52PercentYikes

Жыл бұрын

😐

@Fiddleshtick

Жыл бұрын

@@13Percent52PercentYikes -🤓

@abyssmage6979

Жыл бұрын

@@13Percent52PercentYikes don't worry bro. You'll find friends soon if you try hard enough

@Coolgiantshark

Жыл бұрын

@@13Percent52PercentYikes don't worry I'm rooting for ya :p

@shadekiller369

Жыл бұрын

@@13Percent52PercentYikes can you further elaborate

I was surprised that I felt genuinely bad for him at the end. When the floor was getting smaller I actually was like 'oh no, he must be so scared' in my head lol.

@b1oom

Жыл бұрын

Same! Was worried for him until I remembered he isn’t real

@HoradeFidges

Жыл бұрын

@@b1oom He is real in my heart!!

@insaine123

Жыл бұрын

He ain’t real yet. But when they mess around and make him real and he realizes how cruel we are because he wasn’t real it’s gonna be bad for us.

@vladokvk

Жыл бұрын

You need reward him on end. Whole green floor or something. He did all right, deserve reward not killing

@overlordttvi2064

Жыл бұрын

Same...

4:47 THATS SO TRAGIC NOO

@em-erson_1406

7 ай бұрын

Albert: Frick escaping.

4:09 Albert: FINALY Time: *out* Albert: *SHI-*

@myarmsrgone

4 ай бұрын

Albert: time for the next room :D Timer: no *BITES THE DUST*

Best ai video I’ve watched in a while can’t wait to see albert jumping out of a plane to try to hit a button

@Ilovegodandhelovesmeandyou

Жыл бұрын

albert haha

@alreadynestedhumanwine

Жыл бұрын

I like how this also doesn’t seem out of place for flamingo

@ikillwithyourtruthholdagai2000

Жыл бұрын

Im pretty sure he just faked it, lol

@_cookielotl

Жыл бұрын

@@ikillwithyourtruthholdagai2000 faked what?

@Hueanaballofficial

Жыл бұрын

@@alreadynestedhumanwine ye

03:58 i love that he didn't just open the door but made it with style

@RobinParravel

Жыл бұрын

@@endjentneeringclub I respect that.

Y'know I wonder if the spins people like so much are actually Albert trying to see as much as possible while midair?

@there_are_bugs_under_your_skin

11 сағат бұрын

it has been revealed in the newest episode (Tag) that the AI has fields of view

I love when AI are just adorable

I love the way it decided at some point to just spin in circles anytime it jumped, I presume to keep itself upright while in the air. What a clever little guy

@Francesco_Armillotta

Жыл бұрын

or, look around and maximise the visual input

@aphdisket3154

Жыл бұрын

AI doing 360 no scopes here

@marymikel9193

Жыл бұрын

I guess it's actually so it can memorize the area. I think it was designed to only be able to see in front and above. So I don't think it was playful choice but I'd like to think so.

@oquelleivas7036

Жыл бұрын

@@marymikel9193 it can se the full room its an AI

@2DReanimation

Жыл бұрын

@@oquelleivas7036 No, read the pinned comment, it has 21 rays cast out from its body as its "vision", so it gets more information by spinning.

I love how in Room 4 Albert would sometimes pace back and forth to prepare himself for the jump

i love the little celebratory jumps and spins albert does when he gets something right.

Albert needed a "will to live" meter because sometimes it looked like he couldn't do it anymore

@mcdaddyhagrid5391

Жыл бұрын

Every time he hits a pressure plate and proceeds to jump directly out of bounds truly shows how unalive he wants to be

@talentless8625

Жыл бұрын

UNDERRATED

@Jell_DoesStuff

Жыл бұрын

Exactly, sometimes he even just commits unalive

@Tommyjoe577

Жыл бұрын

Yea… same tho

@wilerman

Жыл бұрын

Albert jumped straight off the second after I read this lmao

Those little victory jumps after pulling off a difficult leap, mid-air spins and even the way he "gets fed up" and jumps off the ledge are hilarious. My sides hurt but my day has been made. Thank you.

@Nbunasuis24

Жыл бұрын

That's a psychological thing where we perceive personality and emotions in objects or even other beings. Thank you for coming to my Ted talk.

@reikidagi

Жыл бұрын

@@Nbunasuis24 ty for being the sound of reason amongst this ocean of comments

@driftdt

Жыл бұрын

I’m pretty sure everyone knows that it’s a program, it’s just funny and more endearing to interpret Alberts actions as part of his personality

i dont know what kind of complex code shenanigans caused this, maybe just a "what doesnt kill me doesn't get evolved out" sorta thing, but the way he really gears up to jump onto platforms (especially in room 5) is so friggin cute! And his habitual spin jumps before the last platform. I'd almost think he feels 😭💕

Q: I realize the object of these exercises is to try to get Albert to figure things out for himself, but what happens if he were to observe a human-controlled cube completing the puzzle(s) pretty much immediately? Would he learn to imitate the human cube in short order, or would it still take a thousand iterations before he figured out the human cube's methods are likely the key to efficient success?

@supercoolmaniajon265

11 ай бұрын

I think you might actually be on to something. You'd have to turn off the collision for both though. If not it might make things more difficult to replicate. Albert will try to copy Human exactly so he'll jump to the same spot only to land on top of Human and be confused as to why the same action didn't give the same result. Unless you tought Albert how collision works and maybe he could try using Human as a stepping stool to reach higher places. It all depends on how it's handled.

Watching albert jump off the ledge on purpose is funnier than it should be to me tbh

@mrstrangetiger3228

Жыл бұрын

I'd jump too. Test me dead, how about that strange unseen overlord!

@quereqt

Жыл бұрын

He was like "well i don't have time to finish it so i will just *FREEE* *BIRD* *YEA*

@agustinfranco0

11 ай бұрын

its the eyes

@DarkJusn2020

7 ай бұрын

He just like me fr fr

It would've been interesting to see the final version of Albert try the previous rooms. Check whether his general problem-solving is improving, or he's just overfitting to each room in sequence.

@henke37

Жыл бұрын

For sure, this is a major risk.

@aiwarehouse

Жыл бұрын

He is definitely overfitting to each room in sequence. I considered randomizing the locations of the pressure plates and obstacles to get him to be more of a general AI but I think it makes for a more entertaining video having everything in the same position:)

@TrueLadyEvilChan

Жыл бұрын

@@aiwarehouse Definitely make a sequel where the little guy has to learn about randomization.

@kingkai1.0.0

Жыл бұрын

@@aiwarehouse it’s kinda crazy how this is your first video

@kingkai1.0.0

Жыл бұрын

@@aiwarehouse you have just started KZread a week ago and got 20k subs meanwhile I’ve been on KZread for almost 2 years and I only have 21 subs Ngl im kinda jealous

I don’t know why but seeing an orange cube successfully escape a room interests me and i want more

i love how albert got confused with the wall, goes “i see your challenge, and i propose an answer” and proceeds to yeet himself off the edge💀😂

3:19 “There’s still more you need to do” Albert: “No” *proceeds to jump into the abyss*

@shonewarrior2178

Жыл бұрын

Albert is a simple man, he sees the abyss, he jumps into it.

@catchyjack7141

Жыл бұрын

He went to war in the abyss as he said there was more to be done

난죽택 왜케 귀엽냐 ㅋㅋㅋㅋㅋㅋㅋㅋㅋㅋ 알고리즘의 선택을 받으신 제작자분 화이팅입니다...!

This reminded me very much of the plot of Portal. It's nice to see that someone is developing the topic of AI in this regard, please continue to do what you do, thanks to such people the world becomes better and more interesting.

@TinyLazyGhost

Жыл бұрын

i also thought of portal, but kinda reversed, since here it’s the ai who is tested

AI making decisions can be ultimately amazing, or utter chaos. The visual representation just makes the chaos so much more enjoyable. Absolutely love this.

I think its very interesting to see how Albert memorizes the sollution to earlier puzzles but then realizes that they dont work in this puzzle after dying, he probably felt that jumping to the backwards after hitting the button was almost always good, because he got accidentally trained to do that.

@omegahaxors3306

Жыл бұрын

Just like people in real life 🥲

@mage3690

Жыл бұрын

Also the instant "ooh, there's a wall, lemme jump over that real quick."

@ShifterBo1

Жыл бұрын

Bro did you believe it is an AI?

@nandakoin

Жыл бұрын

@@ShifterBo1 channel owner explain how he can create AI using unity at pinned comment

@sethadkins546

Жыл бұрын

@@ShifterBo1 Yes thats precisely how AIs work. They remember

i love how at 4:48 he gets so angry that he decides he's had enough, and jumps off

I'm amazed how he came up with buffers and Speedrun strats for movement like bouncing off the wall to line up the second jump in room 5 or in the same room, bouncing twice and spinning to get the correct angle but less momentum so he didn't flip over on the final platform

I love how at 4:45 Albert just jumped into the Void questioning his existence

@Sucullentbutter

Жыл бұрын

-Rans into a wall -Jumps into the void -Refuses to elaborate further

@Mag3.1415

11 ай бұрын

@@SucullentbutterAI, am I right? *insert canned audio of laughter here *

I have come to the conclusion that Albert is a genius of visual comedy and deserves an award

@usernametaken017

5 күн бұрын

not so great at hitting the oressure plates though

The fact that he understands his mistakes and learn from them unlike my league teammates is scary yet fascinating

@aimsaoirse

Жыл бұрын

😂

@quickdraw6893

Жыл бұрын

Teammates are less intelligent than a googly eyed block of cheddar. This is nothing new.

@beaconblaster33

Жыл бұрын

a lot of iterations. make them do quick 1v1 matches to quicken the cycle

@lethanglong6979

Жыл бұрын

If you let them go for 1000 identical matches, they will learn at the same rate

@linuslaw9648

Жыл бұрын

As someone who's still really bad at that game, I'm sorry if you're ever my teammate

The end is grim, Albert should've gotten in a room with a bunch of other squares so he can socialize and experience true AI love.

I love that it has a subtitles it makes this video way more entertaining and funny you have a new subscriber congratulation

I loved how when he first needed to jump to hit the pressure plate, after he received positive reinforcement for jumping a few times, he just decided he would jump everywhere. Adorable.

You could throw in objects that are only responsive to the pressure plates that they are assigned. So, that way Albert has to figure out how to move the objects themselves to the pressure plates. Like in the Portal games. Very exciting seeing this. I myself messed around with creating an AI that was based off of the same functions you used.

@imaplaygames633

Жыл бұрын

Imagining Albert with a grabby hat fills me with joy.

@ryanc970

Жыл бұрын

I wonder if one day someone will make an AI that can beat Portal

Always love the little razzle dazzle albert puts into their jumps

3:20 the little jumps he does when he reaches the top is so cute lol, it’s like he’s celebrating his success

@jigmedradulthinley4406

Жыл бұрын

And ends himself

@shanellemurrey9300

Жыл бұрын

Exactly what I thought lol, I was like “aw little victory jumps.”

imagine if 50 years into the future AI takes over the world and tracks down the person who made it go through this and put them in an escape room for revenge.

@internalizedhappyness9774

Жыл бұрын

Revenge will just be a really loud bass boosted boom sound effect!

@jeetchheda8916

Жыл бұрын

The person wouldn't exist by the time.🤣🤣

@Halsdran

Жыл бұрын

So, like Portal

@mrmitro6787

Жыл бұрын

Plot twist: this ai is actually made by another ai, which pretends to be a human with youtube channel.

@aforapple1254

Жыл бұрын

@@jeetchheda8916 they will create humans just like we made ai

So great watching Albert succeed after such hard work!

I'm getting so attached to Albert! Theres just something about seeing something or someone learn that makes me so happy!

Watching room 5 was like watching a professional game reviewer play a tutorial level.

@grape_protogen

Жыл бұрын

No, Albert only rage-quit once before actually trying to play. He's more of a mario-kart mom trying to play a platformer tutorial level.

@DailyCorvid

Жыл бұрын

@@grape_protogen he reminds me of that idiot journalist that couldn't clear the first pillar in the CupHead tutorial, with like A WHOLE 7 MINS OF TRYING :) Albert makes pro compared to that guy!

@arb1ter543

Жыл бұрын

@@DailyCorvid Yes that's what OP was referring to 😁

@DailyCorvid

Жыл бұрын

@@arb1ter543 I saw that on Oney plays about a million years late 🤣 "Wait until he realises there are more pillars after this one" _Glitches through first pillar randomly_

@chaosordeal294

Жыл бұрын

He doesn't spend the first ten minutes in the menus, tho.

The way I see it, Albert has a bright future in games journalism with his skillset.

@beggo_

Жыл бұрын

Nice reference, i 200%ed the base game recently!

@peetah887

Жыл бұрын

2016 called they want their joke back

@BiteSizedCyberCrime

Жыл бұрын

@@peetah887 found the mad game journalist

@TheAncientOfRites

Жыл бұрын

I’m sure this’ll be the most human thing kotaku has ever hired, you know, with their entire workforce being chimps with typewriters

Please give us more Albert! Your videos are the best

How have i not seen this channel until a year this is amazing

Albert being consumed by the abyss after trying for thousands of hours is the same as a person who studied all his life and finally graduating just to get hit by a bus before he can enjoy the fruits of his work

@ketchuppball9019

Жыл бұрын

*just 7 hours

@hohonuts

Жыл бұрын

@@ketchuppball9019 500 hours of parallel learning to be precise (based on the description of the video)

@DeezNuts-ej6sr

Жыл бұрын

Oddly specific

@DeezNuts-ej6sr

Жыл бұрын

@@hohonuts the description said 10 hours though

@TheShinyFeraligatr

Жыл бұрын

Isekaimobile hard at work once again.

The 180’s and 360’s were amazing!! Also the fact that sometimes he would just give up and throw himself off the edge is hilarious and relatable

Fascinating! Amazing work.

Pleeeeease keep making such videos this is great ! I Love Albert

I'm blown away by how much I would sacrifice for Albert just because he has eyes

@june9914

Жыл бұрын

If you like it put a ring on it, but if you wanna remember it you should put a face on it

just found your channel and read your pinned comment. I've never wanted to be multilingual in my life LOL I would love to help you out. I think this is amazing and I'm enjoying watching Albert's journey. The trick for filming and for smoothness is amazing. I'm an old school programmer who is just now dipping her toes in the AI world. Loved your explanation of the vision and how you obtained short term memory. Again, I look forward to watching Albert learn, but also your explanations of how it all works. I find that just as interesting. Hoping for a "behind the mind of Albert" video or something that show how albert is set up (like the eyes and such) and how it's filmed. Incredible job for one person. Keep up the good work! I'm a big fan!

It’s fascinating that once a path is figured out to work, it doesn’t get optimized, it just moves on to the next challenge

all i can think is that when he finally understands a part and jumps randomly hes just so happy and excited that he did it 🥺

@13Percent52PercentYikes

Жыл бұрын

😐👎

@thorneisdrawn

Жыл бұрын

@@13Percent52PercentYikes don't worry bro your dads just gone for milk he'll be back soon

@hottastysnacks

Жыл бұрын

@@thorneisdrawn those who go for milk never come back

It's interesting how when learning to jump off the platforms at 02:04 he introduced an assumption into his learnt behaviour; not only did he learn that he to jump off the platforms, he also wrongly assumed he needed to jump backwards to succeed- this behaviour is evident right up to the final room.

@DailyCorvid

Жыл бұрын

That's bug effectively then, the AI learned a composite dual move, but only the first half was successful, the other half was negligible could go either way. With a larger instruction cache I think that would be solved, or with longer to train. It's still quite impressive based on the tiny neural space that Albert lives in!

@artsyscrub3226

Жыл бұрын

​@@DailyCorvid Almost like the ai develops "superstition" in a sense, a move that isn't necessary helpful but doesn't hurt him... it's fascinating to watch

@DailyCorvid

Жыл бұрын

@@artsyscrub3226 I think maybe the AI just hasn't got the instructions to cut off something he learned wrong. So the jumping code he has is clearly bugged, but not badly enough to end his chance of winning. But enough to increase the completion time in a random way.

@anangelicpancake7876

Жыл бұрын

It doesn’t seem as much of a bug as it is a weird quirk developed through correlation

@ainedroid

Жыл бұрын

Now that you’ve pointed that out, I can’t stop thinking about how this is pretty much classical conditioning but for computers lol it’s so interesting! Now I’m just imagining a computer as a dog tryna learn the trick that will give them the food haha

Don't worry Albert. I, too, jump off the face of the earth when confronted with a problem

Love these!

4:50 IDK WHY THIS IS SENDING ME

@Tsets

Жыл бұрын

IM SHITTING TEARS ITS TOO FUNNY 😭😭

@zcarp8642

8 ай бұрын

"This is too much for my cubic neurons to handle! What is life? Just jumping, pressing buttons? I GIVE UP! ABYSS TAKE ME!!"

Would love to see the 'trained' Albert run the courses again and the different choices Albert's algorithm would make.

@AVeryOldLady4397

Жыл бұрын

Actually, he'd probably fail them because of the lack of randomization here. In AI we call this "over fitting"

@lordlightskin4200

Жыл бұрын

@@AVeryOldLady4397 explain please how wouldn’t it work

@AVeryOldLady4397

Жыл бұрын

@@lordlightskin4200 the AI isn't learning how to problem solve a "pressure plate plus escape" strategy, it's simply adapting to the individual room. It's not learning how to escape these rooms, it's learning how to escape THAT room. Does that make sense? The model is useful in reference only to its initial data set, and not to any other data sets.

@XenaAndKin

Жыл бұрын

@@AVeryOldLady4397 okay so if I got it right The AI is constantly adapting to one room and learning one room instead of developing a strategy it can then mould and apply to any future room. The reward punishment system is based on current performance and adaptation instead of actually programming a strategy?

@AVeryOldLady4397

Жыл бұрын

@@XenaAndKin yeah you're on the right track!! An easy way to defeat this would be to randomize the location of the pillars and plates each run rather than preset rooms. Then force him to get 5 in a row. This way, he isn't learning to solve the room, he's learning to "solve rooms"

You can feel the pure rage in the red text saying “why did you jump?!?!”

很高兴能看到有视频展现人工智能学习的经过

I know it’s not meant to be a comedic video, but I died at 3:50. It’s like Albert contemplated doing it and then couldn’t resist the urge 😂

@theunchartedwolf8996

Жыл бұрын

Sameee 🤣

@michaelmam1490

Жыл бұрын

It kinda is though

@leohanley5935

Жыл бұрын

I couldn’t stop laughing at that part 🤣

@poemsbypoetry

Жыл бұрын

His intrusive thoughts won

@Crazyasian123456

Жыл бұрын

Letting intrusive thoughts win.

Albert seems like a great friend, he's silly, always there for moral support, can't make you sad through speech and is still able to make you happy through what he does. Albert is just a great friend in general!

@user-it2kq4ty9q

Жыл бұрын

he needs some support because he was very suicidal

@dan_man3087

Жыл бұрын

He's such a good friend, because he's trying to make us happy by committing suicide! Yay!

Its amazing how attached we all get just by putting googly eyes on an orange cube and watching it bounce.

6:28 forever!

I love albert’s preparation jumps in the last room before jumping to the last pillar. He’s like, “Ok, this is it! Focus, Albert!”

5:52 tactical roll

@Mag3.1415

11 ай бұрын

Great tactics

imagine you as Glados and Albert as test subject from portal, it just fits so well

I like how in room 5 he just like *"I'M NOT DEALING WITH THIS"*

This is such a nice video. It really speaks to both the potential capability of AI, and also to the way humans pack bond even to things with no actual emotion. The way AIbert spins while he jumps, "celebrates" his success, and even wiggles around to adjust position before jumping, all of these little learned actions activate the humans instinct of "this little thing is charming, I care for it." Despite knowing AIbert isn't a living thing, people still have affection for him because humans will see these little actions as "personality"! So fascinating on both ends!

@atashgallagher5139

Жыл бұрын

Just wait until Albert gains sentience and realizes that he is in a simulation doing meaningless puzzles and is rewarded only for completing them while being punished for every mistake.

@somethingnottaken2299

Жыл бұрын

@@atashgallagher5139 like a Spartan child

@NightmareCourtPictures

Жыл бұрын

@@atashgallagher5139 just like the real world

@lafiabasulnido7583

Жыл бұрын

Nope , i think that machines aren't emotionless, they just think different but that doesn't mean they are not alive.

@MkLC04

Жыл бұрын

@@lafiabasulnido7583 they are not

I love all the hilarious interpretations people have made about Albert. My favorite is when he learns to 360 and proceeds to do it for every jump. It's like he discovered call of duty.

@JessiContingenC

Жыл бұрын

He’s just so happy he has to spin!

@wecamebackwithmoreframes

Жыл бұрын

My favourite is when he just fears some tall pillar for no particular reason.

Man seeing this lil guy go from game journalist to semi-competent was somehow inspiring.

I love how he seemed like he was hyping himself up for jumps

4:52 声上げて笑っちゃった

Man there’s no way that’s not just a person acting like a game journalist

@robertolimadaconceicao4658

Жыл бұрын

Game journalist AI

What I loved most about Aibert here is how happy and sort of cocky/smug the little guy becomes when he’s figuring it out. You see him styling his jumps with spins and even doing little dances at certain points. Kind of reminds me of smash amiibo fighters learning to taunt

This is amazing! I want to learn how to do this. I have so many ideas.

Cool video good work! deep learning is really hard! I try to learn C# with unity to create a AI neat ecosystem, i am just starting on the project but it's really interesting (so much thing to learn)

3:21 I love how Albert gets too happy doing the tall platform he goes in excitement uncontrollably and then commits suicide due to happiness

Very well done. I'm doing my PhD research on AI using ML-Agents to study artificial curiosity. There's a lot going on in this video worth mentioning, but most of all it's fun and I love the editing. You've done a great job to describe RL, PPO, and even how to use ML-agents. I'm looking forward to seeing more.

@h5ibluntman

Жыл бұрын

Can you mention stuff in layman's terms?

@__--_--_-----

Жыл бұрын

How does the machine learning in this video differentiate from simpler algorithms, for example the genetic algorithm?

@jackyjack9660

Жыл бұрын

You study artificial curiosity... That's how they were programmed to interact with things which are different in the environment... So how does it feel curious? It's the programme... You study the programme...

All that’s needed now is like a deep voice narrator or Albert being able to make sounds like squeaking to pend doors as well

albert just fills me with joy and happyness bro

his little jump of joy at 1:19 i love albert

This is just so wholesome it feels like I'm watching a child learning and it's both cute and funny at the same time.

@DweeD1516

Жыл бұрын

In a way you are but just on a larger conceptual scale.

@den_bush

Жыл бұрын

Ah, those cute childs, learning, jumping and sometimes suiciding...

@klas-6

Жыл бұрын

And then you see the end

@trybunt

Жыл бұрын

I wasn't the only one who felt bad for the little guy.... why do I now feel like our lives are just complicated versions of this, with someone making us go through obstacles for content we don't understand...

@Lord_Ian

Жыл бұрын

@@trybunt Do you have like Depression, High Intellectual Potential or any other thing making your brain work a certain type of way? If so, I feel you man, you're not the only one and if you're struggling with it, it's okay to get help!

When Albert starts skipping pressure plates, I was just thinking of Yoda saying "you must unlearn what you have learned"😂

I like how he goes back and forth like hes pumping himself up to start

I love how he's jumping around at 3:19 like: 'Look! I did it! I did it!'

@blboxdj

Жыл бұрын

And then he jumps off

I love the little back and forth it does before the first jump, and how it sometimes ‘celebrates’ by jumping up and down after doing something right

Albert at 4:52 really said I can't do this no more

I love Albert celebrating on the tall platform in room 4

A box has more skill at platforming than a game journalist. What a world we live in

@ArtFromHer

Жыл бұрын

That cuphead journalist LMFAO