The AI is officially.. *forklift certified*

Dude went from criminal, to a low end job, to an honest job. I see Dingus is moving up in the world

You're too late... Dingus is now officially forklift certified

I love that Dingus Labs is running exactly 29 instances of Dingus simultaneously. The specificity confuses and amuses me

“And he can operate a forklift.” “That’s all I need to know. He’s hired.”

I just realized this man needs to record hours of dingus being dingus and then watch it all to get the good parts AND then edit it. Honestly real props to him and/or his editing team

Man dingus has lived such a full life, I mean the little dude has gone from being a Sisyphus to like a big time cat burglar then going on to be a security guard and now he's even forklift certified

Dingus becomes a taxi driver: Dingus is in taxi, and there are randomly placed passengers that he has to pull to, wait for them to get in taxi and then drive to their randomly chosen destinations.

The falling boulders are obviously coming from the dingus boulder training area, which happens to be located above the warehouse.

Good job Dingus! I think it would also be interesting if you gave a quick explanation on what data you give Dingus to work with especially when it's something more unique like a forklift, like: How does he know if he has a create in the first place? How does he see the ground around him? Does he know the difference between the floor and a boulder, if so, how? Etc..

*forklift certified* ai, my beloved.

dingus is working on his forklift certification, godspeed dingus

I love how the boulders posed no threat to Dingus whatsoever. Meanwhile, irregularly shaped paths were his greatest enemy

Dingus got his forklift certification! Congratulations little dude!

Me watching dingus immediatley default to making sick flips the seconds hes allowed to move freely again

Need a metadingus that analyzes a situation and chooses a previously made dingus to attempt to complete it.

Dingus: "Wait, it's all Sisyphean endeavors?" Dingus Labs: "Always has been."

I love these 'ai learns' type channels. Always fun to see what they come up with next.

Those later warehouses could face charges of OSHA violations.

When will dingus build rockets?

As someone who's forklift certified and does it for a job, seeing a cargo raised so high during the transport just hurts me

He got his forklift license!

Learn him to cook Just let him cook

Fellow dingus here, I can say that I too am forklift certified

11:05 i love how he is like "if i'm going down, you're coming down with me!"

I've been working for The Incredibly Dangerous Warehouse for 25 years now. While I was working, I lost my arm, my house, and my wife. This job is all I have left and I am NOT going to let Dingus take it without a fight!

He’s forklift certified. W Dupingus, he deserves it.

You wake up on a blank platform floating through a meaningless void. All you have is a forklift, three boxes, and shelves. You take a while to look around and try to find out where you are and what is happening. After a while of searching for anything you could come by, you fall asleep. You wake up. Perhaps it was a strange dream? Again, though, you find yourself lying on a meaningless island in a bottomless void. You find yourself curious, and start throwing things off the edge to see how high you are . . . but they just keep falling. The next day(? You really can’t be sure) you notice that everything has returned to where you found it. Strange. After a bit more curiosity, you decide to get brave and start poking around the sides. Big mistake. You misstep, catching your foot and falling. You mentally prepare for the worst. But strangely, you wake up once again. Everything is back where you found it. “Really?” you ask. With your newfound sense of courage, you work yourself up and jump off the ledge. But strangely, you wake up once again. Everything is back where you found it. Clearly, this will be more difficult than you thought. You gather yourself and take note of your surroundings . . . which isn’t much. You look to the forklift; “Hell. Not like there’s anything else to do.” You get in, turn the key, and-to your surprise-the engine kicks into action. You test your new wheels. Suddenly, the voice of God bellows down, “Excellent.” You feel strangely refreshed and satisfied. With that, you decide to go to bed, oddly excited for tomorrow. You wake up once again. Everything is back where you found it. You get back into your forklift. Suddenly, the voice of God bellows down, “Excellent.” You feel strangely refreshed and satisfied. You get even more curious. You drive towards a box, and again you feel replenished. This must be good. But before you can do much more, you fall asleep. For months, you learn more about your cruel God and what He wants of you. Every day you move the boxes to the shelves, only for them to return to their original places the very next day. However, every night you go to bed satisfied and content. You know what you are supposed to do, and you’re getting pretty good at it. One day, everything is different. You wake up and run to your forklift, when you see something amazing: your new home has changed. At first you are thrilled for a new job. But you look around and notice three boxes, the shelves, and a precarious tightrope separating them from you. Your cruel Deity laughs. You must stock the shelves. It is all you have.

I know that the “rewards” given to dingus are just like telling it “good job” or something but I like to imagine that you give dingus a cookie behind the scenes when he does something right

Oh no, my career is over, AI will take all of our jobs in insanely dangerous and ethically questionable warehouses.

Anyone who wants to be forklift certified must go through these exact same trials

"yeah I'm forklift certified" The guy in question:

"You dropped the cube. Test failed."

i bet in 3-7 years dingus will be able to do anything

I can't get enough of these. Never stop.

your narration adds so much, great video!

There is something so frustrating watching dingus struggle, my blood just boils whenever I watch one of these

Just started watching you yesterday and you post the next day!

I would say driving with the forks all the way up always shouldn't be the optimal score. But rather some concept of load stability multiplied by lift height combined perhaps, the only times he completes the last level is a lucky tumble and recovery, but if he'd kept control of the load the whole time he would have a higher score if he learns to drop it to a safe height to maintain the carry. What if there are specified 'height' zones he needs to carry it over or the box gets deleted?

*Sniff* I’m so proud of Dingus, he never gives up, and finally got that certification

Let's teach dingus to fight in the arena next.

I'm tempted to make a GMod playermodel of Dingus in like a robo suit or something

bless you dingus, what a trooper

Hi, i just want to say your videos are amazing and i would love to know how you do it, like, how much does it take to create one of the dingus ai's, also, would love it if you made a discord which allowed you and your viewers to talk about ai's and making them ext, anyway, love your vids :D

Alternate Title: AI tries to get forklift certified

When you went to make it harder, I thought you were going to add sorting. Can we make Dingus recognize that green crates need to go in the green area, red in the red, etc?

New Mouthful Mode just dropped

I was quite upset to find the complete lack of graphs in this video. This is most defintly a sad sight, as your other video did indeed include graphs of the training. I would be most grateful if you could endulge my selfish desires and add more graphs.

Dingus learning things with commentary is fantastic, one of my favourite ai videos is hide and seek maybe you could do that next! Or tag let dingus have some time off from all these hard tasks haha

I just wanted to say that my boyfriend and I adore you and Dingus. I’m a PhD student who does a lot of coding and we’ve taken to naming wonky coding some variation on “Dingus” in the little cube’s honor. Current headache is my ongoing solution to my 11th homework in the class, aptly named “Elevengus.” I hope I have time to catch a stream sometime!

I wanted to hug dingus during a good chunk of this: hang in there little buddy

He is officially forklift certified!

YOU CANT STOP HIM BATMAN! HES FORKLIFT CERTIFIED NOW!

"Too late freddingus!, i`m forklift certified!"

Make dingus resolve OSHA-violations by fixing what's wrong, something along those lines

This is funny, love Dingus, he is funny!

idea: make Dingus drive a semi truck across a city without breaking any laws or crashing

Dingus is moving up in life!

Waiting for the Dankpods collab

Would be interesting to see Dingus navigate around obstacles like shelves and moving humans. Also, a bit more beautiful scenery would go a long way, make a room around the level instead of just the skybox!

you should make one where dingus has to learn to drive but instead of changing gears wrong just meaning the car has a hissy fit it just outright blows up

never give an AI a forklift

*_YOU'RE TOO LATE SONIC! DINGUS IS ALREADY FORKLIFT CERTIFIED!_*

idea: AI learns how to drive a race car around increasingly difficult race tracks.

I think it would be fun to see dingus with some even more restrictive negative rewards like no dropping above a certain velocity or avoiding people and edges.

i love you dingus

I too love giving a baby a forklift to play with

Glorious Bendydog

Is it better to have rewards that are scalar values that change with distance, or threshold values that are fixed? I'm fine tuning a TD3 framework to make a 2D blue square run from a green square within a fixed area, so it needs to learn to run in large circles.

on the second enviromnent, the only explanation is that the a.i got used to spin entirely before locking in on the objective, that it passed to the next generation of the neural system. i know i may be talking nothing with nothing but if you realize well, on the first enviroment when 'dingus' were lifting a crate + it back were towards to the objective line, he would fully clockwise spin even if spinning conter clockwise would be quickier, 5:45 you see as he lifts that crate, he turns at same time, when he finishes lifting he turned way too much, probably he got confused when realized he turned too much + now possessing fully the crate, so he SPINS aaaall again to position himself and then start doing the shenaningans as usual.

He is becoming increasingly dangerous.

8:14 same dingus.. same..

Dingus is forklift certified? Dude just became a lot more attractive!

THIS IS DINGUS ❤🔥🔥

Welp, ai is now forklift certified!

HE'S FORKLIFT CERTIFIED

get that certification, Dingus!

WATCH OUT, HE’S FORKLIFT CERTIFIED!!!

Yah!

This is advanced Dingus

Oh got the Ai is forklift certified

i have become an AI cube with a forklift... i approve

Step 1: Train Dingus to lift boxes Step 2: Sell Dingus copies to Amazon Step 3: Sleep on a pile of money

dingus got hired by amazon? dang, rest in piece.

ai learns to lift forks

Dingus is forklift certified

I don't understand. There don't seem to be generations and training time is displayed. Are the parameters updated on the go? How was the initial neural network formed and trained?

Haven't watched the whole video, but I wonder if Dingus was placing the boxes on the upper path at around 7:00 because Dingus associated higher-elevation with the actual goal? So it saw "Higher place = Score?" and kept doing that, confused when it wasn't getting any score?

I have a Level idea you kan do. A Level where each time he gets a box on the shelf he get a new box and more time. How far kan he go?

I’ve got an idea how about Dingus tries to learn to be a train driver I mean there’s plenty of things that could happen and be obstacles for Dingus

Maybe the real forklifts were the dinguses was made along the way :)

Do the runs loop back? I think it would be interesting to see how he handles the first stage after dealing with everything else

0:39 “Dad.. please no…” :(

“This is dingus.”

I love this video. I just wished you'd have made the wheels a factor. I think it bugged me he could still drive 100% with only two wheels. I understand it's harder to code because just one simple body is easiest, but still.

DINGUS VS. BACKROOM

Ah yes, OSHA compliance. _Never heard of it!_

YES I F&&ING LOVE DINGUS

But is it possible to apply the rewards in the middle of the run, not waiting for a round to wait?

bro's name is dingus? nice.