Hey, I decided to make a part 3 to play some more levels as you guys requested! kzfaq.info/get/bejne/d5l6fdabv7K2g6M.html

This AI is WAY too human-like, it struggled with the triple spike. The AI takeover is upon us

The network literally found the MOST anxiety inducing way to fly through that part. I'm not sure if I like it or not.

the AI struggling at 63% for generations is pretty relatable tbh

Dang Generation 3 carried hard, that last cube seriously changed the Best Attempt from like 12% to 63% solo

It would be very interesting to see how the winner network would perform on a completely different level.

does it pain anyone else to see every single one of the artificial intelligence icons die to the same triple spike at 63% over and over until gen 11

Now that the ai is trained, I wonder how it would perform on harder and harder levels

I love how the nature of the AI means that it does the flight sections in a way that looks as half-assed as possible while still surviving

It would be nice to see the AI learn some harder levels

I love watching the nodes and connections change color. Since the input requirements are so simple, you can actually make sense of what the AI is thinking (unlike complicated networks)

You could probably make a script that runs while geometry dash is running, and have it control the mouse or space bar so you can train it on the other mains levels, and even custom player levels.

I live that you explained the why behind some of the code in the neural network part. Most people just make it and implement it without explaining to the viewer what it does, and why.

Hey! Thanks for the part 2! I was super hyped for this 😁 Also thanks for featuring my comment in the video :O the game is looking a helluva lot better now too! Hats off to you good sir ;)

Dang! Distance to the next obstacle must have been a really good metric! They made it so far so fast!

man not even the ai can handle that triple spike

Damn, amazing video! I love watching the AI "evolve"

this is way to advanced, nice work dude

I've been watching you for quite some time now. you deserve way more than 32k subs, your coding is phenomenal!

Such an underrated youtuber amazing video keep up bro 👍

you should make a part 3 and give it harder levels

you should try to teach it to play randomly generated levels.

8:03 That leading player's straightfly was insane lol

Just a few things I noticed: First, there’s no coins, although to be fair, would be something else you would also have to code, which if it was me, would to be lazy to do. And second, I noticed the ai had some trouble with the 3 spike jumps. If that’s the case, it could also be a good idea to hard code the timings for the more difficult jumps so it doesn’t need to take as many attempts to learn it.

The polargeist and back on track icons were the most intelligent ones

You should make a level editor and release the full thing so that people can experiment with what the AI can beat

i think i can make some kind of history of their quest to beat the triple spike so 20 cubes randomly started going and trying to beat a level, which seemed impossible for few generations. eventually, after 2 generations, they successfully got to 12% of the level. but, everything changed when a brave cube successfully beat the jump of the 12%, and exploring way furthermore. he got around 3 times further than everyone else, and people were shocked out. eventually, he learnt them about this, and how to do the big part of the level, but there was one problem... THE TRIPLE SPIKE! many considered it impossible, so they retreat trying to jump over a little spike. and much much more generations later, 4 people got to the triple spike, but only 3 made it over it. then a guy just died. and then right at the end, another flew into a wall. but one brave soul, successfully beat the level, making everyone shocked and being a legend to this day.

One of the rare channels where I have notifications enabled for! Your videos are really cool!

(yoo I'm in the video) The new version is MUCH better. You are very talented and I love your content. One pet peeve I have for GD clones is that they NEVER get the ship physics/rotation right. But I'm assuming it's very difficult to code. Keep up the good work 👍

I'm actually pretty surprise that a neural network this simple can perform this good in a few generations, good job ;

Math Class: The rest of the class: Fails The nerd: 5:36

I kept on forgetting this wasn’t the actual geometry dash! Amazing job, keep up the great work!

remember that straight flying (I don't think you know what it is) could look off because of the ship gravity (just helping). also keep up the great work.

I think the giving the AI ray casts that can detect obstacles would be more interesting than just the distance to the nearest obstacle. I'm pretty sure these 2 simple inputs are nowhere near enough to play the later levels of the game (Expect if the neural network is so big that it can overfit, but that's lame).

Spikes in gd have a small hitbox so you can go in the spikes a little bit. It makes triple spikes less evil.

5:38 this AI was absolutely goated despite being only the 3rd generation

It's funny and interesting how the AI was struggling at 63% with the triple spikes jump, because I'm sure that a considerable amount of people that played geometry dash cost that part.

“With the basic idea out of the way, lets code this neural network” Proceeds to write more code than I can even process with my smol brain

6:31 I don't know why but that one going straight up into the ceiling cracked me up

I'm studying Deep learning and Neural networks and play GD as well so this was pretty fun to watch and learn... My experience is still limited as I'm still a beginner but this inspired me to continue studying it to maybe build Neural nets like this in the future. Keep it up please.

I think the reason it was struggling so much was because the ones that did better at jumping did worse at flying a way to fix this could be by making 2 separately categories of players being both flying and jumping and putting the best of the 2 together as the goat

That flying part gave me so much anxiety, I cant even explain the amount

How did you learn to code? Are you self taught, did you use internet teaching, etc. What software do you use to code?

0:10 Look Mom, i'm in a KZfaq video

It's cool seeing a person try to make ai play video games.

seeing AI learn something stupidly hard wave levels would be an experience.

Try more levels maybe demons and let the AI run for some hours or days?

In Generation 11, at 8:43 a lot of the ships fell down onto the spikes but didn't die.

he's like code bullet... but edible!!! great videos by the way 😊

I wonna see how AI will try other levels in geometry dash!!! It's really interesting

How is it possible that only the horizontal distance to obstacles matters and not vertical?

The squad rollin up to beat Stereo Madness

Every single time you upload, I look at it and think "Oh, a Code Bullet upload!" then I look closer and realize it's actually a Code Noodles video! I swear one of these days it'll be the other way around

the way ai plays as the ship gave me anxiety

interestingly while i was watching that footage at 3:00 i was thinking who codes like that, no changes, line by line and actually thought u might have setup some script or extension to do this for you 😂

I just wanna point out that one of the icons you grabbed was just the default mini icon

im trying to learn how to program and i would like to say, thanks for inspiring me and keep up the good work!!

Even the robot hate triple spikes

5:30 every game that makes you think there is multiplayer

9:32 CRACKED STRAIGHT FLY

Your avatar makes me hungry. Also great video man

Honey wake up a new video of CodeNoodles dropped

Michigun jumpscares for AIs lol XD

Of course the triple spike of doom challenged the AI

been waitin for this video to come out

This is really cool, but I feel like it is missing a few things… not saying it *needs* all this, it is amazing as it, but if you feel like making it a touch better I would like to see these maybe: Ball mode, ufo mode, wave mode, small mode, upside down mode, advanced gameplay, pads, orbs, vertical gameplay, reverse portal, teleport portal, community made levels, speed portals, practice mode, triggers (which are unfair), coins, dual mode and my favourite - bad hitboxes

It was really suprising that the AI got through (most of) the new challenges first try, I believe if this generation was put into Back on track it would do pretty well!

Flying part is just anxiety simulator

It’s a nice AI you created there and over all that you rebuild the first level! But I have noticed: You hard coded where obstacles are, right? It’s fine and all but it would have been cooler if the AI would have worked by scanning the surrounding tiles or send some arrays in the direction of movement. I would understand why you have decided for this method becose it would have been way more work to do my ideas and it must have already taken so long to create the geometry dash (it would be to much time for my lazy brain I have to say), but if you had decided for my method you could use the AI also for other levels just by copying the maps and not more, also the AI would be able to decide for their own path and the most interesting thing: the AI would make more mistakes.

Please make more parts I wanna see the end of the game

9:32 bro just straight flied

I love how the AI could not complete the Michigun jump for the longest time

It’s so interesting when flying that it will fly down to support blocks but it’s flying. Would be cool to add a reward for going faster

Iv needed someone to fill the void left by code bullet

The Polargeist icon is goated

You know I watch way too many coding videos when I could tell the Timelapse at 2:27 wasn’t real

hoping that he adds a part 3 where it gets even better, also im sure you guys noticed. the AI is barely making it in especially at the ship part, it didnt die by a pixel. this might seem bad or scary, but i think its actually a great trait to make it extremely more precise than a human and get through parts like that except super tight 6:05 is a good example, but it also just doesnt look right lol

AI learns to play bloodbath

Honestly, very cool! You should try(if you want) making it look at actual geometry dash, recognize obstacles and finish level. Would be very cool to see tbh.

is no one gonna talk how the ai manage to straight fly at the end

I hope you get payed for this massive work.

9:30. STRAIGHT FLY GOD RIGHT THERE

I was wondering if you were using a program to write the code before you said it xD

the a.i is still suffering at triple spikes like us

Why don't you teach us these step by step! I guess people would love to learn these from you. I'm excited already.

their movements during the flight segments give me anxiety

*Me downloading the github before it gets a DCMA notice*

The first ai in ship just made me feel anxiety

the 5:53 ship gave me aa heart attack

You or someone else should utilise the AI by (for example) taking the data for a level, decrypyting it (if encrypted), decoding it into a level in the GD recreation, running the AI on it, and saving the output as some data that can be used by another program attached to geometry dash that can replay the inputs.

Now have the bots beat bloodbath in GD

And you used c++ to achieve this, respect!🔥

It's really interesting how it can 100% accurately predict the ship's trajectory but can't beat a triple spike

3:10 I thought that the writing was wayyyyy too smooth to be actual footage of the coding section. My hypothesis that it as just reverse footage of your deleting your code wasn't that far off 🤷‍♂️.

I waited do long to see part 2 of this

Please continue working on it, it's amazing!

Best sequel ever

Cool now make it play Back on Track

Good video take a dallasgmd seal of approval

Super cool!!! Good job man👍👍