AI Learns to play Geometry Dash || FINAL 

The way the AI handles the ship never fails to make me nervous

The AI passing Dry out in the 1st gen is amazing.

Funny how “once distance to next obstacle is close -> jump” is really all you need to do the majority of the level lol

Thanks for your hard work! I have a suggestion: To help improve watch time of your videos, commentary during periods where the AI is “training” may be helpful. I do not make videos but it is something I have seen in the past, so feel free to take it with a grain of salt. Keep up the good work 🤙

I can’t believe he was like “more?” And we said “More!” And he went “MORE!” AND GAVE US SO MUCH MORE STUFF

You should totally add the coins Watching AI learn their path towards multiple objectives would be cool

This really shows an interesting point in neural net development. If you use inputs that are extremely bimodal where it's nearly always in its best interest to act one way or another, the AI very quickly tunes it correctly! I think having the vertical check was very useful because in nearly all situations it is a bad idea to jump when something is above you. It is also nearly always useful to jump when an obstacle is directly in front of the player. It's really interesting to see how the AI nails this game once given the proper tools to succeed! Thank you for sharing this

Waiting for part 4 when you just recreate the entirety of geometry dash

My favorite part was when he said “it’s code’in time” and programmed all over the place

The reason its hard jump over triple spikes in your game is because the actual game's spike hit box is a small square that's on the tip of the spike

i thought the series ended. good that they did not edit: it would be awesome if you could release this project as game so we could experiment how the AI would try to straight fly (it does ship parts really weirdly compared to normal GD bots) 8:36 yellow portal is really weird when rotation is not changed 9:00 transition perfectly syncs edit2: i did not watch whole video before commenting lol

crazy how ur able to upload so frequantly with this high quality videos

Literally saw the 2, video before 10 minutes on my start page… pressed the subscribe button and then… CodeNoodles uploaded a new Video. I very like these Videos pls do more of AI and Neural Network Coding. Thank you

Would also be interesting to see how the ai behaves if it doesn't get reset after each level, so it could truly be learning

8:13 This is interesting. The neural net and task are so simple that one of the randomly generated nets of the starting pool was able to just do it first try. That's pretty dope.

Absolutely my favourite series :DDDD Great job CodeNoodles!!

I loved all 3 videos so much, keep the good work!

I think it would be interesting to see how the AI from one level reacts to a different level. While they are mostly the same mechanics, in theory there might be some differences. Maybe a round where all the successful AI are brought into a brand new level and then see if they all win still. Ofc not saying you need to do it if you are done with the project, but I think it could be fascinating.

Your hard work and productivity is amazing!

I hope your channel blows up. These vids are fun to watch

Discovered this channel recently and I love it

Cool video! I wasn't expecting it. What would be cool though is if they had coins. Like in the generation after it (if there even is one), they would try and get the coin, because they would be awarded.

The music syncs perfectly with dry out, I am at peace

I love how much better at Geometry Dash the AI with 8 brain cells is than me.

7:18 Damn, this AI plays like everyone.

I can't believe you just made a new version of Geometry dash! amazing!

next you need to take the keystrokes and see if the actual level works. :) love your vids btw

I've been waiting for someone to do this :)

If you make further parts I think it would also make sense to try making a level as hard as it can possibly go in this clone

Nice! Time to watch some anxiety inducing flying! :D

I know a part 4 isn’t needed, but I think watching the AI figure out how to play a memory level would be cool. Something as simple as 3 paths and only 1 can let you pass or something a little more complex like the level marathon. Great video 👍 Edit: I did not watch the whole video before commenting

the sync in back on track is sick!

CodeNoodles is a secret agent working for noodle companys because every time i watch a video i get insainly hungery and i am currently boiling water to make ramen... thank you

Please continue this series until the ai beats bloodbath, also I think you should commentate on the ai's progress to make the video more entertaining

Same icon beat both back on track and poltergeist, he is an MVP

how an ai can be better than me in dry out :( nice video man, you need more recognition, your videos are too good!

bro yessss my favorite geometry dash RU-vidr bro ur so good

Yay New Ai Teaching Geometry dash Video

Every video of you makes me hungry like fr that bowl of spaghetti looks SO GOOD 😆😭

Lets go, new upload

I find videos of AI doing perfect runs very relaxing

Hi CodeNoodles, Awesome video! I wanted to know what those middle hidden neurons are composed of. -Thanks!

Nice ! Now lets see if it can beat Clubstep and Deadlocked

You'll be famous if you continue with this project man

This AI Beat back on track in 59 attempts, Im scared of what it can do...

This is awesome 👏

Do you think it would be easier to just try and integrate the bot into the actual geometry dash?

Part 10 : AI Beats Clubstep in Geometry Dash love ur job btw

This is really cool, but you should make it do Clubstep next.

yay finally a new part!

This ai beats the levels faster than most real people that play the game

Is it possible to put the winning AI of each level against each other to see which one can adapt the fastest to new levels?

The AI finding the most dangerous way to complete the ship: *Walter White cooking GIF*

I'm actually not surprised they beat Dry Out on the first generation. The AI always seemed to either get really good, really fast, or get stuck on one part for a while (like in the first level)

Very cool stuff Quick question: if we record the AI playing a level and want to show it to you, how would we do that? Do you have a Twitter we can tag? Maybe a community post we can link videos in the replies to?

I thought it's gonna be in the real game but this is still awesome

can't wait to put this against acheron

try adding in the coin paths for the levels (you don't actually need to add the coins). i think it'll be interesting to see if the ai goes for it or no

To make making the levels easier just make it so you can copy the levels from the game and drag them into your own version or have an external program change the files to the correct files to transfer the levels just to save you time

that one guy: decent enough. time for bloodbath!

Hello, could you clarify something for me? So I don't know if I understand backpropagation well enough, the thing I currently doing is for every layer i--: for every weight i--: //output = neuron that the weight contects to A:= -(target[i]-output) B:= output*(1-output) //for ReLU C:= neuron that the weight coming from weight -= Learningrate*(A*B*C) bias -= Learningrate*(A*B)

noy try time machine (lets see if a AI is smarter than me XD) also great vid

This is actually so cool

Nice music taste

cant wait to see it pass slaughterhouse and limbo!

I'd love to see it handle a demon level after all that. Maybe without all the fancy graphics, but seeing it overcome a really hard level would be very fun to see.

it would be amazing if you could train your AI on your clone and then hook into the real game and play the levels with your pretrained network for part 4 :)

Oh wow the AI fluked Dry Out - not to mention the couple of seconds of perfect straight fly. I reckon this could be trained to beat demons tbh - with the issue being you'd need to make said demons. Is there really no way to get your AI to work in the real game, because that would be really cool.

AWESOME!

Now add a neural network to make it alto adjust and learn every time it misclicks as well as letting it know when it has less than 10 seconds left on the clock so it heightens the accuracy req to not misclick then.

I’ll be honest I want to see this beat a level such as clubstep, but that could lead down a rabbit hole. Who knows it might lead to it beating slaughter house, but that would take a lot of work on your side.

do you mind releasing this project so we can experiment with it and watch how it will perform on harder levels?

wow, adding that vertical collision detection really improved things, huh?

Nice job

you should reverse the rotation of the cube in the reverse gravity section to make it seem more natural

How did dry out and the background music have quite good music sync at times?

A problem I noticed, I play GD a lot, and if you make a part 4, would you be able to reverse the way that you rotate when you are upside down, the jumping and rotating while upside down makes me... eeeeeeeeee

I'm waiting till it can beat firework. Also good job I could not learn this in a millon years

Yo because of your videos I got into AI programming and just recently made my first neural network with 1 neuron, LOL!

1:20 void sprinkler 1:22 pee pads 1:26 confetti sprayer

You could probably do this in geometry dash itself. There are some open sourcing projects for it and the modding community is very large, so maybe try doing this in the actual game?

Idea: Create a skilled Ai on more complex things (blue orbs, ball gamemode, etc) and try to let it beat insane levels like xstep.

Can You add effects to the jump pads and orbs?

Damn, man's good at straight flight

that's pretty cool. it's a pity that there are only two game modes, whereas in the original there are 7 of them

More consistent than code bullet

Cool! Now make the ai beat bloodbath

is there any way you can make this for real gd? if so that would be insane (this is already really cool tho)

The fact a clone of the game is needed for this just shows how amazing RobTop's coding is

I wanted to use the level editor but it feels very tedious. You can only grab the tile you are hovering over and cannot cycle through the titles, or at least I can't find a way to. Is there a button for cycling through tiles?

i think you should a another node that is just jump pad instead of considering it an opsticle if you even said that i could have misheard you or somthin idk also i think more hidden layers could help idk tbh

Making the A.I play Bloodbath when?

You are that one guy that would be able to make a fully working AI in the actual game.

I can't wait to see if the bot can play Slaughterhouse

Up next: Can an A.I beat Slaughterhouse?

You should make AI to learn some extreme demon. That would be amazing!

Dry Out was an awesome fluke

Could you train the AI based on your gameplay? Like you play a bunch of times and the AI learn from you

In the next part you might want to reverse the cube rotations while inverted.

Please make this record the series of inputs given for the final result of each level so they can be ported into another software that can replay them in GD and also try more difficult levels like Clubstep